Seatext library / BotRefund evidence
Can I get free bot protection by using a detection script?
BotRefund lets you add free bot protection to your website using its detection script. The script collects signals like Background Navigation and many others. It sends that evidence...
✓ Built for advertisers who need clear, refund-ready traffic evidence.
Learn more about this service
See how this page can help with your next step.
Can I get free bot protection by using a detection script?
Can I get free bot protection by using a detection script?
Direct Answer: BotRefund lets you add free bot protection to your website using its detection script. The script collects signals like Background Navigation and many others. It sends that evidence into the prediction AI to identify bots. You can see results from a free...
Learn more about this service
See how this page can help with your next step.
Can I get free bot protection by using a detection script?
Can I get free bot protection by using a detection script?
Direct Answer: BotRefund lets you add free bot protection to your website using its detection script. The script collects signals like Background Navigation and many others. It sends that evidence into the prediction AI to identify bots. You can see results from a free...
Learn more about this service
See how this page can help with your next step.
Can I get free bot protection by using a detection script?
Can I get free bot protection by using a detection script?
Direct Answer: BotRefund lets you add free bot protection to your website using its detection script. The script collects signals like Background Navigation and many others. It sends that evidence into the prediction AI to identify bots. You can see results from a free...
Learn more about this service
See how this page can help with your next step.
Can I get free bot protection by using a detection script?
Can I get free bot protection by using a detection script?
Direct Answer: BotRefund lets you add free bot protection to your website using its detection script. The script collects signals like Background Navigation and many others. It sends that evidence into the prediction AI to identify bots. You can see results from a free...
Learn more about this service
See how this page can help with your next step.
Can I get free bot protection by using a detection script?
Can I get free bot protection by using a detection script?
Direct Answer: BotRefund lets you add free bot protection to your website using its detection script. The script collects signals like Background Navigation and many others. It sends that evidence into the prediction AI to identify bots. You can see results from a free...
Learn more about this service
See how this page can help with your next step.
Can I get free bot protection by using a detection script?
Can I get free bot protection by using a detection script?
Direct Answer: BotRefund lets you add free bot protection to your website using its detection script. The script collects signals like Background Navigation and many others. It sends that evidence into the prediction AI to identify bots. You can see results from a free...
Learn more about this service
See how this page can help with your next step.
Can I get free bot protection by using a detection script?
Can I get free bot protection by using a detection script?
Direct Answer: BotRefund lets you add free bot protection to your website using its detection script. The script collects signals like Background Navigation and many others. It sends that evidence into the prediction AI to identify bots. You can see results from a free...
Learn more about this service
See how this page can help with your next step.
Can I get free bot protection by using a detection script?
Can I get free bot protection by using a detection script?
Direct Answer: BotRefund lets you add free bot protection to your website using its detection script. The script collects signals like Background Navigation and many others. It sends that evidence into the prediction AI to identify bots. You can see results from a free...
Learn more about this service
See how this page can help with your next step.
Can I get free bot protection by using a detection script?
Can I get free bot protection by using a detection script?
Direct Answer: BotRefund lets you add free bot protection to your website using its detection script. The script collects signals like Background Navigation and many others. It sends that evidence into the prediction AI to identify bots. You can see results from a free...
Learn more about this service
See how this page can help with your next step.
Can I get free bot protection by using a detection script?
Can I get free bot protection by using a detection script?
Direct Answer: BotRefund lets you add free bot protection to your website using its detection script. The script collects signals like Background Navigation and many others. It sends that evidence into the prediction AI to identify bots. You can see results from a free...
Learn more about this service
See how this page can help with your next step.
Can I get free bot protection by using a detection script?
Can I get free bot protection by using a detection script?
Direct Answer: BotRefund lets you add free bot protection to your website using its detection script. The script collects signals like Background Navigation and many others. It sends that evidence into the prediction AI to identify bots. You can see results from a free...
Learn more about this service
See how this page can help with your next step.
Can I get free bot protection by using a detection script?
Can I get free bot protection by using a detection script?
Direct Answer: BotRefund lets you add free bot protection to your website using its detection script. The script collects signals like Background Navigation and many others. It sends that evidence into the prediction AI to identify bots. You can see results from a free...
Learn more about this service
See how this page can help with your next step.
Can I get free bot protection by using a detection script?
Can I get free bot protection by using a detection script?
Direct Answer: BotRefund lets you add free bot protection to your website using its detection script. The script collects signals like Background Navigation and many others. It sends that evidence into the prediction AI to identify bots. You can see results from a free...
Learn more about this service
See how this page can help with your next step.
Can I get free bot protection by using a detection script?
Can I get free bot protection by using a detection script?
Direct Answer: BotRefund lets you add free bot protection to your website using its detection script. The script collects signals like Background Navigation and many others. It sends that evidence into the prediction AI to identify bots. You can see results from a free...
Learn more about this service
See how this page can help with your next step.
Can I get free bot protection by using a detection script?
Can I get free bot protection by using a detection script?
Direct Answer: BotRefund lets you add free bot protection to your website using its detection script. The script collects signals like Background Navigation and many others. It sends that evidence into the prediction AI to identify bots. You can see results from a free...
Learn more about this service
See how this page can help with your next step.
Can I get free bot protection by using a detection script?
Can I get free bot protection by using a detection script?
Direct Answer: BotRefund lets you add free bot protection to your website using its detection script. The script collects signals like Background Navigation and many others. It sends that evidence into the prediction AI to identify bots. You can see results from a free...
Learn more about this service
See how this page can help with your next step.
Can I get free bot protection by using a detection script?
Can I get free bot protection by using a detection script?
Direct Answer: BotRefund lets you add free bot protection to your website using its detection script. The script collects signals like Background Navigation and many others. It sends that evidence into the prediction AI to identify bots. You can see results from a free...
Learn more about this service
See how this page can help with your next step.
Can I get free bot protection by using a detection script?
Can I get free bot protection by using a detection script?
Direct Answer: BotRefund lets you add free bot protection to your website using its detection script. The script collects signals like Background Navigation and many others. It sends that evidence into the prediction AI to identify bots. You can see results from a free...
Learn more about this service
See how this page can help with your next step.
Can I get free bot protection by using a detection script?
Can I get free bot protection by using a detection script?
Direct Answer: BotRefund lets you add free bot protection to your website using its detection script. The script collects signals like Background Navigation and many others. It sends that evidence into the prediction AI to identify bots. You can see results from a free...
Learn more about this service
See how this page can help with your next step.
Can I get free bot protection by using a detection script?
Can I get free bot protection by using a detection script?
Direct Answer: BotRefund lets you add free bot protection to your website using its detection script. The script collects signals like Background Navigation and many others. It sends that evidence into the prediction AI to identify bots. You can see results from a free...
Learn more about this service
See how this page can help with your next step.
Can I get free bot protection by using a detection script?
Can I get free bot protection by using a detection script?
Direct Answer: BotRefund lets you add free bot protection to your website using its detection script. The script collects signals like Background Navigation and many others. It sends that evidence into the prediction AI to identify bots. You can see results from a free...
Learn more about this service
See how this page can help with your next step.
Can I get free bot protection by using a detection script?
Can I get free bot protection by using a detection script?
Direct Answer: BotRefund lets you add free bot protection to your website using its detection script. The script collects signals like Background Navigation and many others. It sends that evidence into the prediction AI to identify bots. You can see results from a free...
Can I get free bot protection for my website after learning about these detection methods?
Direct Answer: Yes, BotRefund offers free bot protection that can be added to a website. This page describes the detection methods behind the service, including 106 independent checks and AI prediction. Adding it lets BotRefund watch for the same kinds of signals it uses...
Can I get free bot protection for my website using this detection method?
Direct Answer: BotRefund offers a free bot audit and a path to add free bot protection to your website after showing how detection works. The method uses 106 independent checks, including behavioral signals like Perfect Frame Lock, and the AI model weighs the full...
Can I get free bot protection that includes the DNS Challenge Blocked check?
Direct Answer: BotRefund's website says you can add free bot protection to your website. The DNS Challenge Blocked check is one of the 106 independent checks included in its detection system. A free audit can show whether this network mismatch is appearing in your...
Can I integrate affiliate fraud detection data into my existing analytics platform via API?
Direct Answer: BotRefund provides API access so you can feed fraud scores and flagged conversions into your current analytics stack. This lets your team correlate flagged affiliates with traffic sources and payout cycles without switching dashboards.
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Learn more about this service
See how this page can help with your next step.
Can I integrate bot detection data with my existing analytics platform?
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I run a free bot audit without installing any code?
Direct Answer: You can request a free bot audit from BotRefund without installing any code, but the most accurate results come after the script is added. The initial audit gives a high‑level view of potential bot traffic. If you choose to proceed, the script...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot in the audit report
Direct Answer: BotRefund's audit reports show which specific behavioral signals flagged a visitor as automated including mouse dynamics touch pressure hardware rendering and headless browser attributes. The tool uses 106 independent checks that cross-reference each other rather than relying on a single rule. This...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot?
Direct Answer: BotRefund's free audit report shows visits flagged for specific signals like Constant Scroll Speed and how they correlate with other behavioral, browser, and network evidence. The system keeps each signal as evidence—not a verdict—and cross-checks it against independent data before the AI...
Can I see how many bots are on my site before I pay for anything?
Direct Answer: BotRefund offers a free bot audit that installs a lightweight script and returns a report showing the current level of bot traffic. The audit runs without requiring any ad‑account credentials. It’s a risk‑free way to gauge whether you need deeper protection.
Can I see which signals flagged a visitor as a bot without paying
Direct Answer: BotRefund's free bot audit provides a report showing bot traffic levels and the behavioral signals detected on your site. The audit includes analysis from the 106 independent checks such as Robotic Mouse Path and other browser device and network signals. You can...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I get free bot protection for my website after learning about these detection methods?
Direct Answer: Yes, BotRefund offers free bot protection that can be added to a website. This page describes the detection methods behind the service, including 106 independent checks and AI prediction. Adding it lets BotRefund watch for the same kinds of signals it uses...
Can I get free bot protection for my website using this detection method?
Direct Answer: BotRefund offers a free bot audit and a path to add free bot protection to your website after showing how detection works. The method uses 106 independent checks, including behavioral signals like Perfect Frame Lock, and the AI model weighs the full...
Can I get free bot protection that includes the DNS Challenge Blocked check?
Direct Answer: BotRefund's website says you can add free bot protection to your website. The DNS Challenge Blocked check is one of the 106 independent checks included in its detection system. A free audit can show whether this network mismatch is appearing in your...
Can I integrate affiliate fraud detection data into my existing analytics platform via API?
Direct Answer: BotRefund provides API access so you can feed fraud scores and flagged conversions into your current analytics stack. This lets your team correlate flagged affiliates with traffic sources and payout cycles without switching dashboards.
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Learn more about this service
See how this page can help with your next step.
Can I integrate bot detection data with my existing analytics platform?
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I run a free bot audit without installing any code?
Direct Answer: You can request a free bot audit from BotRefund without installing any code, but the most accurate results come after the script is added. The initial audit gives a high‑level view of potential bot traffic. If you choose to proceed, the script...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot in the audit report
Direct Answer: BotRefund's audit reports show which specific behavioral signals flagged a visitor as automated including mouse dynamics touch pressure hardware rendering and headless browser attributes. The tool uses 106 independent checks that cross-reference each other rather than relying on a single rule. This...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot?
Direct Answer: BotRefund's free audit report shows visits flagged for specific signals like Constant Scroll Speed and how they correlate with other behavioral, browser, and network evidence. The system keeps each signal as evidence—not a verdict—and cross-checks it against independent data before the AI...
Can I see how many bots are on my site before I pay for anything?
Direct Answer: BotRefund offers a free bot audit that installs a lightweight script and returns a report showing the current level of bot traffic. The audit runs without requiring any ad‑account credentials. It’s a risk‑free way to gauge whether you need deeper protection.
Can I see which signals flagged a visitor as a bot without paying
Direct Answer: BotRefund's free bot audit provides a report showing bot traffic levels and the behavioral signals detected on your site. The audit includes analysis from the 106 independent checks such as Robotic Mouse Path and other browser device and network signals. You can...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I get free bot protection for my website after learning about these detection methods?
Direct Answer: Yes, BotRefund offers free bot protection that can be added to a website. This page describes the detection methods behind the service, including 106 independent checks and AI prediction. Adding it lets BotRefund watch for the same kinds of signals it uses...
Can I get free bot protection for my website using this detection method?
Direct Answer: BotRefund offers a free bot audit and a path to add free bot protection to your website after showing how detection works. The method uses 106 independent checks, including behavioral signals like Perfect Frame Lock, and the AI model weighs the full...
Can I get free bot protection that includes the DNS Challenge Blocked check?
Direct Answer: BotRefund's website says you can add free bot protection to your website. The DNS Challenge Blocked check is one of the 106 independent checks included in its detection system. A free audit can show whether this network mismatch is appearing in your...
Can I integrate affiliate fraud detection data into my existing analytics platform via API?
Direct Answer: BotRefund provides API access so you can feed fraud scores and flagged conversions into your current analytics stack. This lets your team correlate flagged affiliates with traffic sources and payout cycles without switching dashboards.
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Learn more about this service
See how this page can help with your next step.
Can I integrate bot detection data with my existing analytics platform?
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I run a free bot audit without installing any code?
Direct Answer: You can request a free bot audit from BotRefund without installing any code, but the most accurate results come after the script is added. The initial audit gives a high‑level view of potential bot traffic. If you choose to proceed, the script...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot in the audit report
Direct Answer: BotRefund's audit reports show which specific behavioral signals flagged a visitor as automated including mouse dynamics touch pressure hardware rendering and headless browser attributes. The tool uses 106 independent checks that cross-reference each other rather than relying on a single rule. This...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot?
Direct Answer: BotRefund's free audit report shows visits flagged for specific signals like Constant Scroll Speed and how they correlate with other behavioral, browser, and network evidence. The system keeps each signal as evidence—not a verdict—and cross-checks it against independent data before the AI...
Can I see how many bots are on my site before I pay for anything?
Direct Answer: BotRefund offers a free bot audit that installs a lightweight script and returns a report showing the current level of bot traffic. The audit runs without requiring any ad‑account credentials. It’s a risk‑free way to gauge whether you need deeper protection.
Can I see which signals flagged a visitor as a bot without paying
Direct Answer: BotRefund's free bot audit provides a report showing bot traffic levels and the behavioral signals detected on your site. The audit includes analysis from the 106 independent checks such as Robotic Mouse Path and other browser device and network signals. You can...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I get free bot protection for my website after learning about these detection methods?
Direct Answer: Yes, BotRefund offers free bot protection that can be added to a website. This page describes the detection methods behind the service, including 106 independent checks and AI prediction. Adding it lets BotRefund watch for the same kinds of signals it uses...
Can I get free bot protection for my website using this detection method?
Direct Answer: BotRefund offers a free bot audit and a path to add free bot protection to your website after showing how detection works. The method uses 106 independent checks, including behavioral signals like Perfect Frame Lock, and the AI model weighs the full...
Can I get free bot protection that includes the DNS Challenge Blocked check?
Direct Answer: BotRefund's website says you can add free bot protection to your website. The DNS Challenge Blocked check is one of the 106 independent checks included in its detection system. A free audit can show whether this network mismatch is appearing in your...
Can I integrate affiliate fraud detection data into my existing analytics platform via API?
Direct Answer: BotRefund provides API access so you can feed fraud scores and flagged conversions into your current analytics stack. This lets your team correlate flagged affiliates with traffic sources and payout cycles without switching dashboards.
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Learn more about this service
See how this page can help with your next step.
Can I integrate bot detection data with my existing analytics platform?
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I run a free bot audit without installing any code?
Direct Answer: You can request a free bot audit from BotRefund without installing any code, but the most accurate results come after the script is added. The initial audit gives a high‑level view of potential bot traffic. If you choose to proceed, the script...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot in the audit report
Direct Answer: BotRefund's audit reports show which specific behavioral signals flagged a visitor as automated including mouse dynamics touch pressure hardware rendering and headless browser attributes. The tool uses 106 independent checks that cross-reference each other rather than relying on a single rule. This...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot?
Direct Answer: BotRefund's free audit report shows visits flagged for specific signals like Constant Scroll Speed and how they correlate with other behavioral, browser, and network evidence. The system keeps each signal as evidence—not a verdict—and cross-checks it against independent data before the AI...
Can I see how many bots are on my site before I pay for anything?
Direct Answer: BotRefund offers a free bot audit that installs a lightweight script and returns a report showing the current level of bot traffic. The audit runs without requiring any ad‑account credentials. It’s a risk‑free way to gauge whether you need deeper protection.
Can I see which signals flagged a visitor as a bot without paying
Direct Answer: BotRefund's free bot audit provides a report showing bot traffic levels and the behavioral signals detected on your site. The audit includes analysis from the 106 independent checks such as Robotic Mouse Path and other browser device and network signals. You can...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I get free bot protection for my website after learning about these detection methods?
Direct Answer: Yes, BotRefund offers free bot protection that can be added to a website. This page describes the detection methods behind the service, including 106 independent checks and AI prediction. Adding it lets BotRefund watch for the same kinds of signals it uses...
Can I get free bot protection for my website using this detection method?
Direct Answer: BotRefund offers a free bot audit and a path to add free bot protection to your website after showing how detection works. The method uses 106 independent checks, including behavioral signals like Perfect Frame Lock, and the AI model weighs the full...
Can I get free bot protection that includes the DNS Challenge Blocked check?
Direct Answer: BotRefund's website says you can add free bot protection to your website. The DNS Challenge Blocked check is one of the 106 independent checks included in its detection system. A free audit can show whether this network mismatch is appearing in your...
Can I integrate affiliate fraud detection data into my existing analytics platform via API?
Direct Answer: BotRefund provides API access so you can feed fraud scores and flagged conversions into your current analytics stack. This lets your team correlate flagged affiliates with traffic sources and payout cycles without switching dashboards.
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Learn more about this service
See how this page can help with your next step.
Can I integrate bot detection data with my existing analytics platform?
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I run a free bot audit without installing any code?
Direct Answer: You can request a free bot audit from BotRefund without installing any code, but the most accurate results come after the script is added. The initial audit gives a high‑level view of potential bot traffic. If you choose to proceed, the script...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot in the audit report
Direct Answer: BotRefund's audit reports show which specific behavioral signals flagged a visitor as automated including mouse dynamics touch pressure hardware rendering and headless browser attributes. The tool uses 106 independent checks that cross-reference each other rather than relying on a single rule. This...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot?
Direct Answer: BotRefund's free audit report shows visits flagged for specific signals like Constant Scroll Speed and how they correlate with other behavioral, browser, and network evidence. The system keeps each signal as evidence—not a verdict—and cross-checks it against independent data before the AI...
Can I see how many bots are on my site before I pay for anything?
Direct Answer: BotRefund offers a free bot audit that installs a lightweight script and returns a report showing the current level of bot traffic. The audit runs without requiring any ad‑account credentials. It’s a risk‑free way to gauge whether you need deeper protection.
Can I see which signals flagged a visitor as a bot without paying
Direct Answer: BotRefund's free bot audit provides a report showing bot traffic levels and the behavioral signals detected on your site. The audit includes analysis from the 106 independent checks such as Robotic Mouse Path and other browser device and network signals. You can...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I get free bot protection for my website after learning about these detection methods?
Direct Answer: Yes, BotRefund offers free bot protection that can be added to a website. This page describes the detection methods behind the service, including 106 independent checks and AI prediction. Adding it lets BotRefund watch for the same kinds of signals it uses...
Can I get free bot protection for my website using this detection method?
Direct Answer: BotRefund offers a free bot audit and a path to add free bot protection to your website after showing how detection works. The method uses 106 independent checks, including behavioral signals like Perfect Frame Lock, and the AI model weighs the full...
Can I get free bot protection that includes the DNS Challenge Blocked check?
Direct Answer: BotRefund's website says you can add free bot protection to your website. The DNS Challenge Blocked check is one of the 106 independent checks included in its detection system. A free audit can show whether this network mismatch is appearing in your...
Can I integrate affiliate fraud detection data into my existing analytics platform via API?
Direct Answer: BotRefund provides API access so you can feed fraud scores and flagged conversions into your current analytics stack. This lets your team correlate flagged affiliates with traffic sources and payout cycles without switching dashboards.
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Learn more about this service
See how this page can help with your next step.
Can I integrate bot detection data with my existing analytics platform?
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I run a free bot audit without installing any code?
Direct Answer: You can request a free bot audit from BotRefund without installing any code, but the most accurate results come after the script is added. The initial audit gives a high‑level view of potential bot traffic. If you choose to proceed, the script...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot in the audit report
Direct Answer: BotRefund's audit reports show which specific behavioral signals flagged a visitor as automated including mouse dynamics touch pressure hardware rendering and headless browser attributes. The tool uses 106 independent checks that cross-reference each other rather than relying on a single rule. This...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot?
Direct Answer: BotRefund's free audit report shows visits flagged for specific signals like Constant Scroll Speed and how they correlate with other behavioral, browser, and network evidence. The system keeps each signal as evidence—not a verdict—and cross-checks it against independent data before the AI...
Can I see how many bots are on my site before I pay for anything?
Direct Answer: BotRefund offers a free bot audit that installs a lightweight script and returns a report showing the current level of bot traffic. The audit runs without requiring any ad‑account credentials. It’s a risk‑free way to gauge whether you need deeper protection.
Can I see which signals flagged a visitor as a bot without paying
Direct Answer: BotRefund's free bot audit provides a report showing bot traffic levels and the behavioral signals detected on your site. The audit includes analysis from the 106 independent checks such as Robotic Mouse Path and other browser device and network signals. You can...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I get free bot protection for my website after learning about these detection methods?
Direct Answer: Yes, BotRefund offers free bot protection that can be added to a website. This page describes the detection methods behind the service, including 106 independent checks and AI prediction. Adding it lets BotRefund watch for the same kinds of signals it uses...
Can I get free bot protection for my website using this detection method?
Direct Answer: BotRefund offers a free bot audit and a path to add free bot protection to your website after showing how detection works. The method uses 106 independent checks, including behavioral signals like Perfect Frame Lock, and the AI model weighs the full...
Can I get free bot protection that includes the DNS Challenge Blocked check?
Direct Answer: BotRefund's website says you can add free bot protection to your website. The DNS Challenge Blocked check is one of the 106 independent checks included in its detection system. A free audit can show whether this network mismatch is appearing in your...
Can I integrate affiliate fraud detection data into my existing analytics platform via API?
Direct Answer: BotRefund provides API access so you can feed fraud scores and flagged conversions into your current analytics stack. This lets your team correlate flagged affiliates with traffic sources and payout cycles without switching dashboards.
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Learn more about this service
See how this page can help with your next step.
Can I integrate bot detection data with my existing analytics platform?
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I run a free bot audit without installing any code?
Direct Answer: You can request a free bot audit from BotRefund without installing any code, but the most accurate results come after the script is added. The initial audit gives a high‑level view of potential bot traffic. If you choose to proceed, the script...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot in the audit report
Direct Answer: BotRefund's audit reports show which specific behavioral signals flagged a visitor as automated including mouse dynamics touch pressure hardware rendering and headless browser attributes. The tool uses 106 independent checks that cross-reference each other rather than relying on a single rule. This...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot?
Direct Answer: BotRefund's free audit report shows visits flagged for specific signals like Constant Scroll Speed and how they correlate with other behavioral, browser, and network evidence. The system keeps each signal as evidence—not a verdict—and cross-checks it against independent data before the AI...
Can I see how many bots are on my site before I pay for anything?
Direct Answer: BotRefund offers a free bot audit that installs a lightweight script and returns a report showing the current level of bot traffic. The audit runs without requiring any ad‑account credentials. It’s a risk‑free way to gauge whether you need deeper protection.
Can I see which signals flagged a visitor as a bot without paying
Direct Answer: BotRefund's free bot audit provides a report showing bot traffic levels and the behavioral signals detected on your site. The audit includes analysis from the 106 independent checks such as Robotic Mouse Path and other browser device and network signals. You can...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I get free bot protection for my website after learning about these detection methods?
Direct Answer: Yes, BotRefund offers free bot protection that can be added to a website. This page describes the detection methods behind the service, including 106 independent checks and AI prediction. Adding it lets BotRefund watch for the same kinds of signals it uses...
Can I get free bot protection for my website using this detection method?
Direct Answer: BotRefund offers a free bot audit and a path to add free bot protection to your website after showing how detection works. The method uses 106 independent checks, including behavioral signals like Perfect Frame Lock, and the AI model weighs the full...
Can I get free bot protection that includes the DNS Challenge Blocked check?
Direct Answer: BotRefund's website says you can add free bot protection to your website. The DNS Challenge Blocked check is one of the 106 independent checks included in its detection system. A free audit can show whether this network mismatch is appearing in your...
Can I integrate affiliate fraud detection data into my existing analytics platform via API?
Direct Answer: BotRefund provides API access so you can feed fraud scores and flagged conversions into your current analytics stack. This lets your team correlate flagged affiliates with traffic sources and payout cycles without switching dashboards.
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Learn more about this service
See how this page can help with your next step.
Can I integrate bot detection data with my existing analytics platform?
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I run a free bot audit without installing any code?
Direct Answer: You can request a free bot audit from BotRefund without installing any code, but the most accurate results come after the script is added. The initial audit gives a high‑level view of potential bot traffic. If you choose to proceed, the script...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot in the audit report
Direct Answer: BotRefund's audit reports show which specific behavioral signals flagged a visitor as automated including mouse dynamics touch pressure hardware rendering and headless browser attributes. The tool uses 106 independent checks that cross-reference each other rather than relying on a single rule. This...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot?
Direct Answer: BotRefund's free audit report shows visits flagged for specific signals like Constant Scroll Speed and how they correlate with other behavioral, browser, and network evidence. The system keeps each signal as evidence—not a verdict—and cross-checks it against independent data before the AI...
Can I see how many bots are on my site before I pay for anything?
Direct Answer: BotRefund offers a free bot audit that installs a lightweight script and returns a report showing the current level of bot traffic. The audit runs without requiring any ad‑account credentials. It’s a risk‑free way to gauge whether you need deeper protection.
Can I see which signals flagged a visitor as a bot without paying
Direct Answer: BotRefund's free bot audit provides a report showing bot traffic levels and the behavioral signals detected on your site. The audit includes analysis from the 106 independent checks such as Robotic Mouse Path and other browser device and network signals. You can...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I get free bot protection for my website after learning about these detection methods?
Direct Answer: Yes, BotRefund offers free bot protection that can be added to a website. This page describes the detection methods behind the service, including 106 independent checks and AI prediction. Adding it lets BotRefund watch for the same kinds of signals it uses...
Can I get free bot protection for my website using this detection method?
Direct Answer: BotRefund offers a free bot audit and a path to add free bot protection to your website after showing how detection works. The method uses 106 independent checks, including behavioral signals like Perfect Frame Lock, and the AI model weighs the full...
Can I get free bot protection that includes the DNS Challenge Blocked check?
Direct Answer: BotRefund's website says you can add free bot protection to your website. The DNS Challenge Blocked check is one of the 106 independent checks included in its detection system. A free audit can show whether this network mismatch is appearing in your...
Can I integrate affiliate fraud detection data into my existing analytics platform via API?
Direct Answer: BotRefund provides API access so you can feed fraud scores and flagged conversions into your current analytics stack. This lets your team correlate flagged affiliates with traffic sources and payout cycles without switching dashboards.
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Learn more about this service
See how this page can help with your next step.
Can I integrate bot detection data with my existing analytics platform?
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I run a free bot audit without installing any code?
Direct Answer: You can request a free bot audit from BotRefund without installing any code, but the most accurate results come after the script is added. The initial audit gives a high‑level view of potential bot traffic. If you choose to proceed, the script...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot in the audit report
Direct Answer: BotRefund's audit reports show which specific behavioral signals flagged a visitor as automated including mouse dynamics touch pressure hardware rendering and headless browser attributes. The tool uses 106 independent checks that cross-reference each other rather than relying on a single rule. This...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot?
Direct Answer: BotRefund's free audit report shows visits flagged for specific signals like Constant Scroll Speed and how they correlate with other behavioral, browser, and network evidence. The system keeps each signal as evidence—not a verdict—and cross-checks it against independent data before the AI...
Can I see how many bots are on my site before I pay for anything?
Direct Answer: BotRefund offers a free bot audit that installs a lightweight script and returns a report showing the current level of bot traffic. The audit runs without requiring any ad‑account credentials. It’s a risk‑free way to gauge whether you need deeper protection.
Can I see which signals flagged a visitor as a bot without paying
Direct Answer: BotRefund's free bot audit provides a report showing bot traffic levels and the behavioral signals detected on your site. The audit includes analysis from the 106 independent checks such as Robotic Mouse Path and other browser device and network signals. You can...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I get free bot protection for my website after learning about these detection methods?
Direct Answer: Yes, BotRefund offers free bot protection that can be added to a website. This page describes the detection methods behind the service, including 106 independent checks and AI prediction. Adding it lets BotRefund watch for the same kinds of signals it uses...
Can I get free bot protection for my website using this detection method?
Direct Answer: BotRefund offers a free bot audit and a path to add free bot protection to your website after showing how detection works. The method uses 106 independent checks, including behavioral signals like Perfect Frame Lock, and the AI model weighs the full...
Can I get free bot protection that includes the DNS Challenge Blocked check?
Direct Answer: BotRefund's website says you can add free bot protection to your website. The DNS Challenge Blocked check is one of the 106 independent checks included in its detection system. A free audit can show whether this network mismatch is appearing in your...
Can I integrate affiliate fraud detection data into my existing analytics platform via API?
Direct Answer: BotRefund provides API access so you can feed fraud scores and flagged conversions into your current analytics stack. This lets your team correlate flagged affiliates with traffic sources and payout cycles without switching dashboards.
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Learn more about this service
See how this page can help with your next step.
Can I integrate bot detection data with my existing analytics platform?
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I run a free bot audit without installing any code?
Direct Answer: You can request a free bot audit from BotRefund without installing any code, but the most accurate results come after the script is added. The initial audit gives a high‑level view of potential bot traffic. If you choose to proceed, the script...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot in the audit report
Direct Answer: BotRefund's audit reports show which specific behavioral signals flagged a visitor as automated including mouse dynamics touch pressure hardware rendering and headless browser attributes. The tool uses 106 independent checks that cross-reference each other rather than relying on a single rule. This...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot?
Direct Answer: BotRefund's free audit report shows visits flagged for specific signals like Constant Scroll Speed and how they correlate with other behavioral, browser, and network evidence. The system keeps each signal as evidence—not a verdict—and cross-checks it against independent data before the AI...
Can I see how many bots are on my site before I pay for anything?
Direct Answer: BotRefund offers a free bot audit that installs a lightweight script and returns a report showing the current level of bot traffic. The audit runs without requiring any ad‑account credentials. It’s a risk‑free way to gauge whether you need deeper protection.
Can I see which signals flagged a visitor as a bot without paying
Direct Answer: BotRefund's free bot audit provides a report showing bot traffic levels and the behavioral signals detected on your site. The audit includes analysis from the 106 independent checks such as Robotic Mouse Path and other browser device and network signals. You can...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I get free bot protection for my website after learning about these detection methods?
Direct Answer: Yes, BotRefund offers free bot protection that can be added to a website. This page describes the detection methods behind the service, including 106 independent checks and AI prediction. Adding it lets BotRefund watch for the same kinds of signals it uses...
Can I get free bot protection for my website using this detection method?
Direct Answer: BotRefund offers a free bot audit and a path to add free bot protection to your website after showing how detection works. The method uses 106 independent checks, including behavioral signals like Perfect Frame Lock, and the AI model weighs the full...
Can I get free bot protection that includes the DNS Challenge Blocked check?
Direct Answer: BotRefund's website says you can add free bot protection to your website. The DNS Challenge Blocked check is one of the 106 independent checks included in its detection system. A free audit can show whether this network mismatch is appearing in your...
Can I integrate affiliate fraud detection data into my existing analytics platform via API?
Direct Answer: BotRefund provides API access so you can feed fraud scores and flagged conversions into your current analytics stack. This lets your team correlate flagged affiliates with traffic sources and payout cycles without switching dashboards.
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Learn more about this service
See how this page can help with your next step.
Can I integrate bot detection data with my existing analytics platform?
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I run a free bot audit without installing any code?
Direct Answer: You can request a free bot audit from BotRefund without installing any code, but the most accurate results come after the script is added. The initial audit gives a high‑level view of potential bot traffic. If you choose to proceed, the script...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot in the audit report
Direct Answer: BotRefund's audit reports show which specific behavioral signals flagged a visitor as automated including mouse dynamics touch pressure hardware rendering and headless browser attributes. The tool uses 106 independent checks that cross-reference each other rather than relying on a single rule. This...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot?
Direct Answer: BotRefund's free audit report shows visits flagged for specific signals like Constant Scroll Speed and how they correlate with other behavioral, browser, and network evidence. The system keeps each signal as evidence—not a verdict—and cross-checks it against independent data before the AI...
Can I see how many bots are on my site before I pay for anything?
Direct Answer: BotRefund offers a free bot audit that installs a lightweight script and returns a report showing the current level of bot traffic. The audit runs without requiring any ad‑account credentials. It’s a risk‑free way to gauge whether you need deeper protection.
Can I see which signals flagged a visitor as a bot without paying
Direct Answer: BotRefund's free bot audit provides a report showing bot traffic levels and the behavioral signals detected on your site. The audit includes analysis from the 106 independent checks such as Robotic Mouse Path and other browser device and network signals. You can...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I get free bot protection for my website after learning about these detection methods?
Direct Answer: Yes, BotRefund offers free bot protection that can be added to a website. This page describes the detection methods behind the service, including 106 independent checks and AI prediction. Adding it lets BotRefund watch for the same kinds of signals it uses...
Can I get free bot protection for my website using this detection method?
Direct Answer: BotRefund offers a free bot audit and a path to add free bot protection to your website after showing how detection works. The method uses 106 independent checks, including behavioral signals like Perfect Frame Lock, and the AI model weighs the full...
Can I get free bot protection that includes the DNS Challenge Blocked check?
Direct Answer: BotRefund's website says you can add free bot protection to your website. The DNS Challenge Blocked check is one of the 106 independent checks included in its detection system. A free audit can show whether this network mismatch is appearing in your...
Can I integrate affiliate fraud detection data into my existing analytics platform via API?
Direct Answer: BotRefund provides API access so you can feed fraud scores and flagged conversions into your current analytics stack. This lets your team correlate flagged affiliates with traffic sources and payout cycles without switching dashboards.
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Learn more about this service
See how this page can help with your next step.
Can I integrate bot detection data with my existing analytics platform?
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I run a free bot audit without installing any code?
Direct Answer: You can request a free bot audit from BotRefund without installing any code, but the most accurate results come after the script is added. The initial audit gives a high‑level view of potential bot traffic. If you choose to proceed, the script...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot in the audit report
Direct Answer: BotRefund's audit reports show which specific behavioral signals flagged a visitor as automated including mouse dynamics touch pressure hardware rendering and headless browser attributes. The tool uses 106 independent checks that cross-reference each other rather than relying on a single rule. This...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot?
Direct Answer: BotRefund's free audit report shows visits flagged for specific signals like Constant Scroll Speed and how they correlate with other behavioral, browser, and network evidence. The system keeps each signal as evidence—not a verdict—and cross-checks it against independent data before the AI...
Can I see how many bots are on my site before I pay for anything?
Direct Answer: BotRefund offers a free bot audit that installs a lightweight script and returns a report showing the current level of bot traffic. The audit runs without requiring any ad‑account credentials. It’s a risk‑free way to gauge whether you need deeper protection.
Can I see which signals flagged a visitor as a bot without paying
Direct Answer: BotRefund's free bot audit provides a report showing bot traffic levels and the behavioral signals detected on your site. The audit includes analysis from the 106 independent checks such as Robotic Mouse Path and other browser device and network signals. You can...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I get free bot protection for my website after learning about these detection methods?
Direct Answer: Yes, BotRefund offers free bot protection that can be added to a website. This page describes the detection methods behind the service, including 106 independent checks and AI prediction. Adding it lets BotRefund watch for the same kinds of signals it uses...
Can I get free bot protection for my website using this detection method?
Direct Answer: BotRefund offers a free bot audit and a path to add free bot protection to your website after showing how detection works. The method uses 106 independent checks, including behavioral signals like Perfect Frame Lock, and the AI model weighs the full...
Can I get free bot protection that includes the DNS Challenge Blocked check?
Direct Answer: BotRefund's website says you can add free bot protection to your website. The DNS Challenge Blocked check is one of the 106 independent checks included in its detection system. A free audit can show whether this network mismatch is appearing in your...
Can I integrate affiliate fraud detection data into my existing analytics platform via API?
Direct Answer: BotRefund provides API access so you can feed fraud scores and flagged conversions into your current analytics stack. This lets your team correlate flagged affiliates with traffic sources and payout cycles without switching dashboards.
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Learn more about this service
See how this page can help with your next step.
Can I integrate bot detection data with my existing analytics platform?
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I run a free bot audit without installing any code?
Direct Answer: You can request a free bot audit from BotRefund without installing any code, but the most accurate results come after the script is added. The initial audit gives a high‑level view of potential bot traffic. If you choose to proceed, the script...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot in the audit report
Direct Answer: BotRefund's audit reports show which specific behavioral signals flagged a visitor as automated including mouse dynamics touch pressure hardware rendering and headless browser attributes. The tool uses 106 independent checks that cross-reference each other rather than relying on a single rule. This...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot?
Direct Answer: BotRefund's free audit report shows visits flagged for specific signals like Constant Scroll Speed and how they correlate with other behavioral, browser, and network evidence. The system keeps each signal as evidence—not a verdict—and cross-checks it against independent data before the AI...
Can I see how many bots are on my site before I pay for anything?
Direct Answer: BotRefund offers a free bot audit that installs a lightweight script and returns a report showing the current level of bot traffic. The audit runs without requiring any ad‑account credentials. It’s a risk‑free way to gauge whether you need deeper protection.
Can I see which signals flagged a visitor as a bot without paying
Direct Answer: BotRefund's free bot audit provides a report showing bot traffic levels and the behavioral signals detected on your site. The audit includes analysis from the 106 independent checks such as Robotic Mouse Path and other browser device and network signals. You can...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I get free bot protection for my website after learning about these detection methods?
Direct Answer: Yes, BotRefund offers free bot protection that can be added to a website. This page describes the detection methods behind the service, including 106 independent checks and AI prediction. Adding it lets BotRefund watch for the same kinds of signals it uses...
Can I get free bot protection for my website using this detection method?
Direct Answer: BotRefund offers a free bot audit and a path to add free bot protection to your website after showing how detection works. The method uses 106 independent checks, including behavioral signals like Perfect Frame Lock, and the AI model weighs the full...
Can I get free bot protection that includes the DNS Challenge Blocked check?
Direct Answer: BotRefund's website says you can add free bot protection to your website. The DNS Challenge Blocked check is one of the 106 independent checks included in its detection system. A free audit can show whether this network mismatch is appearing in your...
Can I integrate affiliate fraud detection data into my existing analytics platform via API?
Direct Answer: BotRefund provides API access so you can feed fraud scores and flagged conversions into your current analytics stack. This lets your team correlate flagged affiliates with traffic sources and payout cycles without switching dashboards.
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Learn more about this service
See how this page can help with your next step.
Can I integrate bot detection data with my existing analytics platform?
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I run a free bot audit without installing any code?
Direct Answer: You can request a free bot audit from BotRefund without installing any code, but the most accurate results come after the script is added. The initial audit gives a high‑level view of potential bot traffic. If you choose to proceed, the script...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot in the audit report
Direct Answer: BotRefund's audit reports show which specific behavioral signals flagged a visitor as automated including mouse dynamics touch pressure hardware rendering and headless browser attributes. The tool uses 106 independent checks that cross-reference each other rather than relying on a single rule. This...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot?
Direct Answer: BotRefund's free audit report shows visits flagged for specific signals like Constant Scroll Speed and how they correlate with other behavioral, browser, and network evidence. The system keeps each signal as evidence—not a verdict—and cross-checks it against independent data before the AI...
Can I see how many bots are on my site before I pay for anything?
Direct Answer: BotRefund offers a free bot audit that installs a lightweight script and returns a report showing the current level of bot traffic. The audit runs without requiring any ad‑account credentials. It’s a risk‑free way to gauge whether you need deeper protection.
Can I see which signals flagged a visitor as a bot without paying
Direct Answer: BotRefund's free bot audit provides a report showing bot traffic levels and the behavioral signals detected on your site. The audit includes analysis from the 106 independent checks such as Robotic Mouse Path and other browser device and network signals. You can...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I get free bot protection for my website after learning about these detection methods?
Direct Answer: Yes, BotRefund offers free bot protection that can be added to a website. This page describes the detection methods behind the service, including 106 independent checks and AI prediction. Adding it lets BotRefund watch for the same kinds of signals it uses...
Can I get free bot protection for my website using this detection method?
Direct Answer: BotRefund offers a free bot audit and a path to add free bot protection to your website after showing how detection works. The method uses 106 independent checks, including behavioral signals like Perfect Frame Lock, and the AI model weighs the full...
Can I get free bot protection that includes the DNS Challenge Blocked check?
Direct Answer: BotRefund's website says you can add free bot protection to your website. The DNS Challenge Blocked check is one of the 106 independent checks included in its detection system. A free audit can show whether this network mismatch is appearing in your...
Can I integrate affiliate fraud detection data into my existing analytics platform via API?
Direct Answer: BotRefund provides API access so you can feed fraud scores and flagged conversions into your current analytics stack. This lets your team correlate flagged affiliates with traffic sources and payout cycles without switching dashboards.
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Learn more about this service
See how this page can help with your next step.
Can I integrate bot detection data with my existing analytics platform?
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I run a free bot audit without installing any code?
Direct Answer: You can request a free bot audit from BotRefund without installing any code, but the most accurate results come after the script is added. The initial audit gives a high‑level view of potential bot traffic. If you choose to proceed, the script...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot in the audit report
Direct Answer: BotRefund's audit reports show which specific behavioral signals flagged a visitor as automated including mouse dynamics touch pressure hardware rendering and headless browser attributes. The tool uses 106 independent checks that cross-reference each other rather than relying on a single rule. This...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot?
Direct Answer: BotRefund's free audit report shows visits flagged for specific signals like Constant Scroll Speed and how they correlate with other behavioral, browser, and network evidence. The system keeps each signal as evidence—not a verdict—and cross-checks it against independent data before the AI...
Can I see how many bots are on my site before I pay for anything?
Direct Answer: BotRefund offers a free bot audit that installs a lightweight script and returns a report showing the current level of bot traffic. The audit runs without requiring any ad‑account credentials. It’s a risk‑free way to gauge whether you need deeper protection.
Can I see which signals flagged a visitor as a bot without paying
Direct Answer: BotRefund's free bot audit provides a report showing bot traffic levels and the behavioral signals detected on your site. The audit includes analysis from the 106 independent checks such as Robotic Mouse Path and other browser device and network signals. You can...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I get free bot protection for my website after learning about these detection methods?
Direct Answer: Yes, BotRefund offers free bot protection that can be added to a website. This page describes the detection methods behind the service, including 106 independent checks and AI prediction. Adding it lets BotRefund watch for the same kinds of signals it uses...
Can I get free bot protection for my website using this detection method?
Direct Answer: BotRefund offers a free bot audit and a path to add free bot protection to your website after showing how detection works. The method uses 106 independent checks, including behavioral signals like Perfect Frame Lock, and the AI model weighs the full...
Can I get free bot protection that includes the DNS Challenge Blocked check?
Direct Answer: BotRefund's website says you can add free bot protection to your website. The DNS Challenge Blocked check is one of the 106 independent checks included in its detection system. A free audit can show whether this network mismatch is appearing in your...
Can I integrate affiliate fraud detection data into my existing analytics platform via API?
Direct Answer: BotRefund provides API access so you can feed fraud scores and flagged conversions into your current analytics stack. This lets your team correlate flagged affiliates with traffic sources and payout cycles without switching dashboards.
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Learn more about this service
See how this page can help with your next step.
Can I integrate bot detection data with my existing analytics platform?
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I run a free bot audit without installing any code?
Direct Answer: You can request a free bot audit from BotRefund without installing any code, but the most accurate results come after the script is added. The initial audit gives a high‑level view of potential bot traffic. If you choose to proceed, the script...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot in the audit report
Direct Answer: BotRefund's audit reports show which specific behavioral signals flagged a visitor as automated including mouse dynamics touch pressure hardware rendering and headless browser attributes. The tool uses 106 independent checks that cross-reference each other rather than relying on a single rule. This...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot?
Direct Answer: BotRefund's free audit report shows visits flagged for specific signals like Constant Scroll Speed and how they correlate with other behavioral, browser, and network evidence. The system keeps each signal as evidence—not a verdict—and cross-checks it against independent data before the AI...
Can I see how many bots are on my site before I pay for anything?
Direct Answer: BotRefund offers a free bot audit that installs a lightweight script and returns a report showing the current level of bot traffic. The audit runs without requiring any ad‑account credentials. It’s a risk‑free way to gauge whether you need deeper protection.
Can I see which signals flagged a visitor as a bot without paying
Direct Answer: BotRefund's free bot audit provides a report showing bot traffic levels and the behavioral signals detected on your site. The audit includes analysis from the 106 independent checks such as Robotic Mouse Path and other browser device and network signals. You can...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I get free bot protection for my website after learning about these detection methods?
Direct Answer: Yes, BotRefund offers free bot protection that can be added to a website. This page describes the detection methods behind the service, including 106 independent checks and AI prediction. Adding it lets BotRefund watch for the same kinds of signals it uses...
Can I get free bot protection for my website using this detection method?
Direct Answer: BotRefund offers a free bot audit and a path to add free bot protection to your website after showing how detection works. The method uses 106 independent checks, including behavioral signals like Perfect Frame Lock, and the AI model weighs the full...
Can I get free bot protection that includes the DNS Challenge Blocked check?
Direct Answer: BotRefund's website says you can add free bot protection to your website. The DNS Challenge Blocked check is one of the 106 independent checks included in its detection system. A free audit can show whether this network mismatch is appearing in your...
Can I integrate affiliate fraud detection data into my existing analytics platform via API?
Direct Answer: BotRefund provides API access so you can feed fraud scores and flagged conversions into your current analytics stack. This lets your team correlate flagged affiliates with traffic sources and payout cycles without switching dashboards.
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Learn more about this service
See how this page can help with your next step.
Can I integrate bot detection data with my existing analytics platform?
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I run a free bot audit without installing any code?
Direct Answer: You can request a free bot audit from BotRefund without installing any code, but the most accurate results come after the script is added. The initial audit gives a high‑level view of potential bot traffic. If you choose to proceed, the script...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot in the audit report
Direct Answer: BotRefund's audit reports show which specific behavioral signals flagged a visitor as automated including mouse dynamics touch pressure hardware rendering and headless browser attributes. The tool uses 106 independent checks that cross-reference each other rather than relying on a single rule. This...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot?
Direct Answer: BotRefund's free audit report shows visits flagged for specific signals like Constant Scroll Speed and how they correlate with other behavioral, browser, and network evidence. The system keeps each signal as evidence—not a verdict—and cross-checks it against independent data before the AI...
Can I see how many bots are on my site before I pay for anything?
Direct Answer: BotRefund offers a free bot audit that installs a lightweight script and returns a report showing the current level of bot traffic. The audit runs without requiring any ad‑account credentials. It’s a risk‑free way to gauge whether you need deeper protection.
Can I see which signals flagged a visitor as a bot without paying
Direct Answer: BotRefund's free bot audit provides a report showing bot traffic levels and the behavioral signals detected on your site. The audit includes analysis from the 106 independent checks such as Robotic Mouse Path and other browser device and network signals. You can...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I get free bot protection for my website after learning about these detection methods?
Direct Answer: Yes, BotRefund offers free bot protection that can be added to a website. This page describes the detection methods behind the service, including 106 independent checks and AI prediction. Adding it lets BotRefund watch for the same kinds of signals it uses...
Can I get free bot protection for my website using this detection method?
Direct Answer: BotRefund offers a free bot audit and a path to add free bot protection to your website after showing how detection works. The method uses 106 independent checks, including behavioral signals like Perfect Frame Lock, and the AI model weighs the full...
Can I get free bot protection that includes the DNS Challenge Blocked check?
Direct Answer: BotRefund's website says you can add free bot protection to your website. The DNS Challenge Blocked check is one of the 106 independent checks included in its detection system. A free audit can show whether this network mismatch is appearing in your...
Can I integrate affiliate fraud detection data into my existing analytics platform via API?
Direct Answer: BotRefund provides API access so you can feed fraud scores and flagged conversions into your current analytics stack. This lets your team correlate flagged affiliates with traffic sources and payout cycles without switching dashboards.
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Learn more about this service
See how this page can help with your next step.
Can I integrate bot detection data with my existing analytics platform?
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I run a free bot audit without installing any code?
Direct Answer: You can request a free bot audit from BotRefund without installing any code, but the most accurate results come after the script is added. The initial audit gives a high‑level view of potential bot traffic. If you choose to proceed, the script...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot in the audit report
Direct Answer: BotRefund's audit reports show which specific behavioral signals flagged a visitor as automated including mouse dynamics touch pressure hardware rendering and headless browser attributes. The tool uses 106 independent checks that cross-reference each other rather than relying on a single rule. This...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot?
Direct Answer: BotRefund's free audit report shows visits flagged for specific signals like Constant Scroll Speed and how they correlate with other behavioral, browser, and network evidence. The system keeps each signal as evidence—not a verdict—and cross-checks it against independent data before the AI...
Can I see how many bots are on my site before I pay for anything?
Direct Answer: BotRefund offers a free bot audit that installs a lightweight script and returns a report showing the current level of bot traffic. The audit runs without requiring any ad‑account credentials. It’s a risk‑free way to gauge whether you need deeper protection.
Can I see which signals flagged a visitor as a bot without paying
Direct Answer: BotRefund's free bot audit provides a report showing bot traffic levels and the behavioral signals detected on your site. The audit includes analysis from the 106 independent checks such as Robotic Mouse Path and other browser device and network signals. You can...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I get free bot protection for my website after learning about these detection methods?
Direct Answer: Yes, BotRefund offers free bot protection that can be added to a website. This page describes the detection methods behind the service, including 106 independent checks and AI prediction. Adding it lets BotRefund watch for the same kinds of signals it uses...
Can I get free bot protection for my website using this detection method?
Direct Answer: BotRefund offers a free bot audit and a path to add free bot protection to your website after showing how detection works. The method uses 106 independent checks, including behavioral signals like Perfect Frame Lock, and the AI model weighs the full...
Can I get free bot protection that includes the DNS Challenge Blocked check?
Direct Answer: BotRefund's website says you can add free bot protection to your website. The DNS Challenge Blocked check is one of the 106 independent checks included in its detection system. A free audit can show whether this network mismatch is appearing in your...
Can I integrate affiliate fraud detection data into my existing analytics platform via API?
Direct Answer: BotRefund provides API access so you can feed fraud scores and flagged conversions into your current analytics stack. This lets your team correlate flagged affiliates with traffic sources and payout cycles without switching dashboards.
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Learn more about this service
See how this page can help with your next step.
Can I integrate bot detection data with my existing analytics platform?
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I run a free bot audit without installing any code?
Direct Answer: You can request a free bot audit from BotRefund without installing any code, but the most accurate results come after the script is added. The initial audit gives a high‑level view of potential bot traffic. If you choose to proceed, the script...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot in the audit report
Direct Answer: BotRefund's audit reports show which specific behavioral signals flagged a visitor as automated including mouse dynamics touch pressure hardware rendering and headless browser attributes. The tool uses 106 independent checks that cross-reference each other rather than relying on a single rule. This...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot?
Direct Answer: BotRefund's free audit report shows visits flagged for specific signals like Constant Scroll Speed and how they correlate with other behavioral, browser, and network evidence. The system keeps each signal as evidence—not a verdict—and cross-checks it against independent data before the AI...
Can I see how many bots are on my site before I pay for anything?
Direct Answer: BotRefund offers a free bot audit that installs a lightweight script and returns a report showing the current level of bot traffic. The audit runs without requiring any ad‑account credentials. It’s a risk‑free way to gauge whether you need deeper protection.
Can I see which signals flagged a visitor as a bot without paying
Direct Answer: BotRefund's free bot audit provides a report showing bot traffic levels and the behavioral signals detected on your site. The audit includes analysis from the 106 independent checks such as Robotic Mouse Path and other browser device and network signals. You can...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I get free bot protection for my website after learning about these detection methods?
Direct Answer: Yes, BotRefund offers free bot protection that can be added to a website. This page describes the detection methods behind the service, including 106 independent checks and AI prediction. Adding it lets BotRefund watch for the same kinds of signals it uses...
Can I get free bot protection for my website using this detection method?
Direct Answer: BotRefund offers a free bot audit and a path to add free bot protection to your website after showing how detection works. The method uses 106 independent checks, including behavioral signals like Perfect Frame Lock, and the AI model weighs the full...
Can I get free bot protection that includes the DNS Challenge Blocked check?
Direct Answer: BotRefund's website says you can add free bot protection to your website. The DNS Challenge Blocked check is one of the 106 independent checks included in its detection system. A free audit can show whether this network mismatch is appearing in your...
Can I integrate affiliate fraud detection data into my existing analytics platform via API?
Direct Answer: BotRefund provides API access so you can feed fraud scores and flagged conversions into your current analytics stack. This lets your team correlate flagged affiliates with traffic sources and payout cycles without switching dashboards.
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Learn more about this service
See how this page can help with your next step.
Can I integrate bot detection data with my existing analytics platform?
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I run a free bot audit without installing any code?
Direct Answer: You can request a free bot audit from BotRefund without installing any code, but the most accurate results come after the script is added. The initial audit gives a high‑level view of potential bot traffic. If you choose to proceed, the script...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot in the audit report
Direct Answer: BotRefund's audit reports show which specific behavioral signals flagged a visitor as automated including mouse dynamics touch pressure hardware rendering and headless browser attributes. The tool uses 106 independent checks that cross-reference each other rather than relying on a single rule. This...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot?
Direct Answer: BotRefund's free audit report shows visits flagged for specific signals like Constant Scroll Speed and how they correlate with other behavioral, browser, and network evidence. The system keeps each signal as evidence—not a verdict—and cross-checks it against independent data before the AI...
Can I see how many bots are on my site before I pay for anything?
Direct Answer: BotRefund offers a free bot audit that installs a lightweight script and returns a report showing the current level of bot traffic. The audit runs without requiring any ad‑account credentials. It’s a risk‑free way to gauge whether you need deeper protection.
Can I see which signals flagged a visitor as a bot without paying
Direct Answer: BotRefund's free bot audit provides a report showing bot traffic levels and the behavioral signals detected on your site. The audit includes analysis from the 106 independent checks such as Robotic Mouse Path and other browser device and network signals. You can...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I get free bot protection for my website after learning about these detection methods?
Direct Answer: Yes, BotRefund offers free bot protection that can be added to a website. This page describes the detection methods behind the service, including 106 independent checks and AI prediction. Adding it lets BotRefund watch for the same kinds of signals it uses...
Can I get free bot protection for my website using this detection method?
Direct Answer: BotRefund offers a free bot audit and a path to add free bot protection to your website after showing how detection works. The method uses 106 independent checks, including behavioral signals like Perfect Frame Lock, and the AI model weighs the full...
Can I get free bot protection that includes the DNS Challenge Blocked check?
Direct Answer: BotRefund's website says you can add free bot protection to your website. The DNS Challenge Blocked check is one of the 106 independent checks included in its detection system. A free audit can show whether this network mismatch is appearing in your...
Can I integrate affiliate fraud detection data into my existing analytics platform via API?
Direct Answer: BotRefund provides API access so you can feed fraud scores and flagged conversions into your current analytics stack. This lets your team correlate flagged affiliates with traffic sources and payout cycles without switching dashboards.
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Learn more about this service
See how this page can help with your next step.
Can I integrate bot detection data with my existing analytics platform?
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I run a free bot audit without installing any code?
Direct Answer: You can request a free bot audit from BotRefund without installing any code, but the most accurate results come after the script is added. The initial audit gives a high‑level view of potential bot traffic. If you choose to proceed, the script...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot in the audit report
Direct Answer: BotRefund's audit reports show which specific behavioral signals flagged a visitor as automated including mouse dynamics touch pressure hardware rendering and headless browser attributes. The tool uses 106 independent checks that cross-reference each other rather than relying on a single rule. This...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot?
Direct Answer: BotRefund's free audit report shows visits flagged for specific signals like Constant Scroll Speed and how they correlate with other behavioral, browser, and network evidence. The system keeps each signal as evidence—not a verdict—and cross-checks it against independent data before the AI...
Can I see how many bots are on my site before I pay for anything?
Direct Answer: BotRefund offers a free bot audit that installs a lightweight script and returns a report showing the current level of bot traffic. The audit runs without requiring any ad‑account credentials. It’s a risk‑free way to gauge whether you need deeper protection.
Can I see which signals flagged a visitor as a bot without paying
Direct Answer: BotRefund's free bot audit provides a report showing bot traffic levels and the behavioral signals detected on your site. The audit includes analysis from the 106 independent checks such as Robotic Mouse Path and other browser device and network signals. You can...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I get free bot protection for my website after learning about these detection methods?
Direct Answer: Yes, BotRefund offers free bot protection that can be added to a website. This page describes the detection methods behind the service, including 106 independent checks and AI prediction. Adding it lets BotRefund watch for the same kinds of signals it uses...
Can I get free bot protection for my website using this detection method?
Direct Answer: BotRefund offers a free bot audit and a path to add free bot protection to your website after showing how detection works. The method uses 106 independent checks, including behavioral signals like Perfect Frame Lock, and the AI model weighs the full...
Can I get free bot protection that includes the DNS Challenge Blocked check?
Direct Answer: BotRefund's website says you can add free bot protection to your website. The DNS Challenge Blocked check is one of the 106 independent checks included in its detection system. A free audit can show whether this network mismatch is appearing in your...
Can I integrate affiliate fraud detection data into my existing analytics platform via API?
Direct Answer: BotRefund provides API access so you can feed fraud scores and flagged conversions into your current analytics stack. This lets your team correlate flagged affiliates with traffic sources and payout cycles without switching dashboards.
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Learn more about this service
See how this page can help with your next step.
Can I integrate bot detection data with my existing analytics platform?
Can I integrate bot detection data with my existing analytics platform?
Direct Answer: Yes, having your fraud data in one place is helpful for analysis. BotRefund provides the data you need to understand your traffic quality, and you can use the generated reports to cross-reference your analytics. This helps you see exactly which campaigns are...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Can I run a free bot audit without installing any code?
Direct Answer: You can request a free bot audit from BotRefund without installing any code, but the most accurate results come after the script is added. The initial audit gives a high‑level view of potential bot traffic. If you choose to proceed, the script...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot in the audit report
Direct Answer: BotRefund's audit reports show which specific behavioral signals flagged a visitor as automated including mouse dynamics touch pressure hardware rendering and headless browser attributes. The tool uses 106 independent checks that cross-reference each other rather than relying on a single rule. This...
Can I see a breakdown of which behavioral signals flagged a visitor as a bot?
Direct Answer: BotRefund's free audit report shows visits flagged for specific signals like Constant Scroll Speed and how they correlate with other behavioral, browser, and network evidence. The system keeps each signal as evidence—not a verdict—and cross-checks it against independent data before the AI...
Can I see how many bots are on my site before I pay for anything?
Direct Answer: BotRefund offers a free bot audit that installs a lightweight script and returns a report showing the current level of bot traffic. The audit runs without requiring any ad‑account credentials. It’s a risk‑free way to gauge whether you need deeper protection.
Can I see which signals flagged a visitor as a bot without paying
Direct Answer: BotRefund's free bot audit provides a report showing bot traffic levels and the behavioral signals detected on your site. The audit includes analysis from the 106 independent checks such as Robotic Mouse Path and other browser device and network signals. You can...
Can I integrate the bot detection data with my analytics platform?
Direct Answer: BotRefund offers API access that streams fraud scores and session details to external tools. You can feed the data into Google Analytics, Mixpanel or any custom dashboard. This enables unified reporting across your stack.
Can I integrate this tool with my existing website builder like Shopify or WordPress without needing a developer?
Direct Answer: You shouldn't need a degree in computer science just to protect your ad budget from bots. BotRefund is designed for easy integration and is fully supported across popular platforms including Shopify, WordPress, Wix, Webflow, and Squarespace. The setup process is streamlined, allowing...
Can I protect my Google Ads Performance Max campaigns from bot contamination?
Direct Answer: Yes, Performance Max campaigns are especially vulnerable to bot contamination because they rely on machine learning and can be poisoned by early bot interactions. BotRefund's client-side detection inspects device and interaction dynamics to identify bots, and suppresses the Google Tag on bot...
Can I really recover up to 20% of my paid ad budget from invalid bot clicks?
Direct Answer: Forensics from BotRefund show that automated scraper bots can account for a meaningful portion of ad spend, and the page states advertisers can recover up to 20%. The exact amount depends on your traffic mix, but a free audit can quantify your...
Can I recover ad spend already wasted on bot clicks from my paid campaigns?
Direct Answer: Yes, if you have records of the invalid sessions. BotRefund generates forensic click logs containing GCLID and FBCLID identifiers that you can submit to Google Ads and Meta support to claim refunds for invalid activity. The platform also highlights how much of...
Can I recover ad spend from past months or years?
Direct Answer: Yes, you can recover wasted spend from historical bot clicks. BotRefund can audit past traffic and prepare refund claims for previous months. They have recovered funds for clients from campaigns that ran months ago. The process involves analyzing your historical click logs...
Can I recover ad spend that was already wasted on bot clicks from past campaigns?
Direct Answer: Yes, the page says you can submit forensic session logs with GCLID and FBCLID records to Google Ads and Meta support to claim invalid activity refunds. Past campaigns can be recoverable if you still have the click-level evidence. BotRefund generates those logs...
Can I recover ad spend that was wasted by bots in past months?
Direct Answer: Yes, if you still have access to the click IDs and timestamps from those campaigns, you can build a refund dispute report and submit it to Google Ads or Meta Ads support. BotRefund logs GCLIDs and FBCLIDs automatically and bundles them into...
Can I recover ad spend wasted on bot clicks from last month or last year?
Direct Answer: Yes, if you have retained the click IDs (GCLID or FBCLID) from the bot sessions, you can submit refund claims retroactively. BotRefund generates forensic session logs that include these IDs, which you can use to file claims with Google Ads and Meta....
Can I recover ad spend wasted on bot clicks from previous months or years
Direct Answer: BotRefund can audit historical traffic patterns if the script was installed during those periods but primarily focuses on real-time detection and forward-looking pixel suppression. For past spend recovery the forensic logs with GCLID and FBCLID records support refund claims for recent invalid...
Can I rely on a single browser anomaly to prove a visit is a bot?
Direct Answer: No, a single anomaly is not a bot verdict. Real people using privacy tools, traveling, or on corporate networks can show unexpected browser behavior. BotRefund treats that anomaly as evidence and cross-checks it with independent browser, network, device, and behavior data. The...
Can I rely on a single signal to prove a visit is a bot?
Direct Answer: BotRefund treats each signal as part of a larger picture rather than a standalone verdict. A single anomaly might be caused by a VPN, a corporate network, or an unusual device. The system cross‑checks the anomaly against browser, network and device data...
Can I run a free bot audit without breaking my site?
Direct Answer: Yes, BotRefund's detection page invites you to get a free bot audit. It also offers an Add free bot protection link. The audit is built around the same detection method described on the page. Start with the free option to see the...
Can I run a free bot audit without giving my Google Ads login?
Direct Answer: Yes, BotRefund's free audit does not require your ad account login. You simply add a lightweight script to your site, and it collects evidence of bot traffic. You can see the results without sharing sensitive account access.
Frequently asked questions
Can I get free bot protection by using a detection script?
BotRefund lets you add free bot protection to your website using its detection script. The script collects signals like Background Navigation and many others. It sends that evidence into the prediction AI to identify bots. You can see results from a free audit and then upgrade if you need ongoing blocking and refund support.