Our ad campaigns use Performance Max and we suspect bots are skewing the results. Can BotRefund audit PMAX traffic?

Direct Answer: BotRefund’s AI audit can analyze Performance Max campaigns, identifying bot sessions that inflate metrics and waste budget. It captures GCLID data and session videos to prove invalid traffic to Google’s Traffic Quality team. The platform then prepares a refund claim that specifically...

Direct Answer: BotRefund’s white‑glove service assigns a dedicated director‑level negotiator to each agency partnership. The team consolidates bot evidence from all campaigns and presents a unified refund request to Google and Meta. Payments are then allocated back to each agency based on their proportion...

Direct Answer: BotRefund’s tracking script is platform‑agnostic and already works with X, Reddit, Bing, and Yandex in addition to Google and Meta. The system captures the same forensic evidence across all supported networks, allowing you to file refunds uniformly. You can generate a consolidated...

Direct Answer: BotRefund’s infrastructure is cloud‑based and automatically scales to process large numbers of sessions without missing any data. The lightweight script continues to collect signals even during traffic spikes, and the backend scoring engine distributes the workload across multiple servers. This ensures that...

Direct Answer: BotRefund generates forensic‑grade evidence by capturing timestamps, device fingerprints, and the full attribution path for each conversion. The report includes immutable logs that can be exported as PDF or CSV for legal review. Because the data is collected directly from the user’s...

Direct Answer: BotRefund lets you upload your monthly payout CSV directly into the platform, where it matches each row to the corresponding conversion data captured by the script. By aligning the affiliate ID and click ID from the CSV with the UTM‑derived attribution, BotRefund...

Direct Answer: BotRefund’s script logs all cookie creation events and correlates them with user interactions. If a cookie is added without any corresponding click or page view, the system identifies it as likely injected by a browser extension. Such conversions receive a strong fraud...

Direct Answer: BotRefund continuously scores each conversion as the session unfolds, allowing you to see suspicious activity before the end of the month. While the full audit report is compiled for each payout cycle, you can enable real‑time notifications for high‑risk scores. These alerts...

Direct Answer: BotRefund reconstructs affiliate attribution directly from the UTM parameters embedded in your traffic, so you don’t need direct platform integration. The script reads the affiliate ID, campaign, and creative information from the URL and ties it to each conversion. This enables accurate...

Direct Answer: BotRefund monitors the sequence of cookies and parameters throughout the conversion funnel, detecting when a coupon extension overwrites an existing affiliate cookie at the moment of purchase. The script records the timing and source of each cookie change, and if a new...

Direct Answer: BotRefund reconstructs UTM paths and conversion behaviors to isolate invalid trials, stuffed cookies, and last‑click hijacks before payout day. It monitors every affiliate session for behavioral anomalies such as rapid click‑to‑conversion times and duplicate device fingerprints. The platform then flags suspicious commissions...

Direct Answer: BotRefund includes an affiliate fraud module that reconstructs UTM paths and monitors conversion behavior for anomalies. It detects cookie stuffing, headless sign‑ups, and other automated tactics before they reach your payout system. The tool blocks these bots at the interaction layer, so...

Direct Answer: BotRefund’s audit report includes a primary evidence field for each flagged conversion, such as ‘no scroll engagement’, ‘duplicate device fingerprint’, or ‘click‑to‑cart under 2 seconds’. The report also provides a concise narrative explaining the reason behind the fraud score. This clear presentation...

Direct Answer: BotRefund’s platform includes a verification dashboard where you can view real‑time bot detection metrics across all your client sites. The system aggregates evidence logs, video proof, and refund status in one place, simplifying oversight for agencies. You can also export AI reports...

Direct Answer: BotRefund offers a centralized dashboard that aggregates bot detection metrics for all your client accounts. Each client’s traffic is segmented, allowing you to view real‑time bot counts, blocked sessions, and refund status in one place. The white‑glove service also includes director‑level negotiation...

Direct Answer: BotRefund combines over 50 detection vectors, including subtle cues like sub‑millisecond input timing, linear mouse trajectories, and rendering anomalies. Advanced bots often leave footprints such as missing hardware‑accelerated graphics or inconsistent timezone data, which BotRefund captures. The platform correlates these signals to...

Direct Answer: BotRefund’s tracking script is platform‑agnostic and works with Google, Meta, X, Reddit, Bing, and Yandex ad networks. It captures the same forensic evidence for each platform, ensuring compliance across all channels. You can generate a single report that covers all your ad...

Direct Answer: BotRefund’s forensic evidence is built to meet legal standards, capturing precise physical signals and session recordings that are admissible in court. The platform’s compliance‑ready reports align with the requirements of recent court rulings that force ad platforms to accept detailed audits. By...

Direct Answer: Network‑level blocking can be evaded by bots using residential proxies and rotating IPs, leaving your campaigns vulnerable. BotRefund adds a second layer of defense by analyzing on‑site behavior such as mouse movement, typing dynamics, and rendering signals. This client‑side approach catches bots...

Direct Answer: BotRefund generates a granular payout audit report that lists every affiliate conversion with a fraud score and a tag of Approve, Review, Hold, or Reject. Each row includes the affiliate ID, commission at risk, suspicious percentage, and the primary evidence such as...

Direct Answer: BotRefund generates forensic‑grade evidence by capturing timestamps, device fingerprints, and the full attribution path for each conversion. The report includes immutable logs that can be exported as PDF or CSV for legal review. Because the data is collected directly from the user’s...

Direct Answer: BotRefund lets you upload your monthly payout CSV directly into the platform, where it matches each row to the corresponding conversion data captured by the script. By aligning the affiliate ID and click ID from the CSV with the UTM‑derived attribution, BotRefund...

Direct Answer: BotRefund’s script logs all cookie creation events and correlates them with user interactions. If a cookie is added without any corresponding click or page view, the system identifies it as likely injected by a browser extension. Such conversions receive a strong fraud...

Direct Answer: BotRefund continuously scores each conversion as the session unfolds, allowing you to see suspicious activity before the end of the month. While the full audit report is compiled for each payout cycle, you can enable real‑time notifications for high‑risk scores. These alerts...

Direct Answer: BotRefund reconstructs affiliate attribution directly from the UTM parameters embedded in your traffic, so you don’t need direct platform integration. The script reads the affiliate ID, campaign, and creative information from the URL and ties it to each conversion. This enables accurate...

Direct Answer: BotRefund monitors the sequence of cookies and parameters throughout the conversion funnel, detecting when a coupon extension overwrites an existing affiliate cookie at the moment of purchase. The script records the timing and source of each cookie change, and if a new...

Direct Answer: BotRefund reconstructs UTM paths and conversion behaviors to isolate invalid trials, stuffed cookies, and last‑click hijacks before payout day. It monitors every affiliate session for behavioral anomalies such as rapid click‑to‑conversion times and duplicate device fingerprints. The platform then flags suspicious commissions...

Direct Answer: BotRefund includes an affiliate fraud module that reconstructs UTM paths and monitors conversion behavior for anomalies. It detects cookie stuffing, headless sign‑ups, and other automated tactics before they reach your payout system. The tool blocks these bots at the interaction layer, so...

Direct Answer: BotRefund’s audit report includes a primary evidence field for each flagged conversion, such as ‘no scroll engagement’, ‘duplicate device fingerprint’, or ‘click‑to‑cart under 2 seconds’. The report also provides a concise narrative explaining the reason behind the fraud score. This clear presentation...

Direct Answer: BotRefund’s platform includes a verification dashboard where you can view real‑time bot detection metrics across all your client sites. The system aggregates evidence logs, video proof, and refund status in one place, simplifying oversight for agencies. You can also export AI reports...

Direct Answer: BotRefund offers a centralized dashboard that aggregates bot detection metrics for all your client accounts. Each client’s traffic is segmented, allowing you to view real‑time bot counts, blocked sessions, and refund status in one place. The white‑glove service also includes director‑level negotiation...

Direct Answer: BotRefund combines over 50 detection vectors, including subtle cues like sub‑millisecond input timing, linear mouse trajectories, and rendering anomalies. Advanced bots often leave footprints such as missing hardware‑accelerated graphics or inconsistent timezone data, which BotRefund captures. The platform correlates these signals to...

Direct Answer: BotRefund’s tracking script is platform‑agnostic and works with Google, Meta, X, Reddit, Bing, and Yandex ad networks. It captures the same forensic evidence for each platform, ensuring compliance across all channels. You can generate a single report that covers all your ad...

Direct Answer: BotRefund’s forensic evidence is built to meet legal standards, capturing precise physical signals and session recordings that are admissible in court. The platform’s compliance‑ready reports align with the requirements of recent court rulings that force ad platforms to accept detailed audits. By...

Direct Answer: Network‑level blocking can be evaded by bots using residential proxies and rotating IPs, leaving your campaigns vulnerable. BotRefund adds a second layer of defense by analyzing on‑site behavior such as mouse movement, typing dynamics, and rendering signals. This client‑side approach catches bots...

Direct Answer: BotRefund generates a granular payout audit report that lists every affiliate conversion with a fraud score and a tag of Approve, Review, Hold, or Reject. Each row includes the affiliate ID, commission at risk, suspicious percentage, and the primary evidence such as...

Direct Answer: BotRefund tracks bot activity at the campaign level using GCLID and UTM parameters, allowing you to see which ads generated invalid traffic. The refund reports break down recovered spend by individual campaign, giving you precise insight into where savings originated. You can...

Direct Answer: BotRefund is designed for non‑technical users with a one‑minute setup that involves copying a small script onto your site. No developer resources are required, and the script loads asynchronously to avoid any site disruption. Within minutes you can view initial bot detection...

Direct Answer: BotRefund offers a free AI audit that scans your traffic and shows exactly how many bots are present, complete with video proof for each detection. You simply enter your website URL to check eligibility and receive a detailed report. This no‑cost assessment...

Direct Answer: BotRefund includes a dedicated Performance Max audit that isolates bot‑generated conversions within PMAX campaigns. It matches GCLIDs to bot‑identified sessions and flags any fraudulent activity. The resulting report highlights the proportion of invalid spend and provides video proof for each case. You...

Direct Answer: BotRefund generates a granular payout audit report that lists every affiliate conversion with a fraud score and a tag of Approve, Review, Hold, or Reject. Each row includes the affiliate ID, commission at risk, suspicious percentage, and the primary evidence such as...

Direct Answer: BotRefund tracks bot activity at the campaign level using GCLID and UTM parameters, allowing you to see which ads generated invalid traffic. The refund reports break down recovered spend by individual campaign, giving you precise insight into where savings originated. You can...

Direct Answer: BotRefund is designed for non‑technical users with a one‑minute setup that involves copying a small script onto your site. No developer resources are required, and the script loads asynchronously to avoid any site disruption. Within minutes you can view initial bot detection...

Direct Answer: BotRefund offers a free AI audit that scans your traffic and shows exactly how many bots are present, complete with video proof for each detection. You simply enter your website URL to check eligibility and receive a detailed report. This no‑cost assessment...

Direct Answer: BotRefund includes a dedicated Performance Max audit that isolates bot‑generated conversions within PMAX campaigns. It matches GCLIDs to bot‑identified sessions and flags any fraudulent activity. The resulting report highlights the proportion of invalid spend and provides video proof for each case. You...

Direct Answer: BotRefund is built on a cloud‑native architecture that automatically scales with incoming traffic. The detection algorithms process millions of sessions per day without degradation in accuracy. Real‑time blocking continues to protect your conversion funnel even during peak loads. You can monitor scaling...

Direct Answer: BotRefund augments network‑level defenses by adding client‑side behavioral analysis that operates independently of Cloudflare or AWS filters. Even if bots evade IP blocking, the on‑site script evaluates their interaction patterns to flag them. The combined approach ensures that sophisticated bots are caught...

Direct Answer: A single rule is risky because one anomaly can come from a legitimate user with a privacy tool or unusual device. BotRefund avoids this by using 106 independent checks and cross-checking them. It treats one signal as evidence, not a verdict. That...

Direct Answer: A tool that checks many signals is more reliable because a single anomaly can come from privacy tools, travel, or unusual devices. BotRefund uses 106 independent checks and cross-checks them with AI prediction before deciding if a visit is a bot. This...

Direct Answer: No. A single tell is not enough to prove a visit is a bot because real users can have legitimate anomalies. BotRefund uses 106 independent checks and cross-checks them before making a decision. That is why it reports 99% accuracy instead of...

Direct Answer: No, a single rule is not enough to identify bots accurately. Real users can trigger one anomaly because of privacy tools, travel, corporate networks, or unusual devices. BotRefund treats each signal as evidence and cross-checks it against 106 independent checks. The AI...

Direct Answer: No, a single browser tell is usually not enough to identify a bot. Real users can trigger unusual signals for legitimate reasons. BotRefund uses 106 independent checks and cross-checks context before reaching a bot verdict.

Direct Answer: You should use one that cross-checks many signals, because a single anomaly is not a bot verdict. Real users can trigger unusual behavior through privacy tools, corporate networks, or odd devices. BotRefund uses 106 independent checks and AI prediction to evaluate the...

Direct Answer: Cross checked detection is more reliable because a single tell like mouse path can be triggered by privacy tools travel or unusual devices. BotRefund uses 106 independent checks across browser network device and behavior layers. Each signal adds objective evidence and the...

Direct Answer: FlareSolverr bots can hit any website, including WordPress sites, and may inflate your Google Ads clicks. BotRefund's script can be added to your site to monitor for this signal as part of its 106 independent checks. The audit data can then support...

Direct Answer: BotRefund focuses on the conversion end rather than the click end, analyzing behavioral signals and the full attribution path to catch manipulation that click‑level tools miss. It runs in parallel with your existing fraud solution, providing a side‑by‑side comparison of which commissions...

Direct Answer: BotRefund offers a self‑service tier designed for advertisers with budgets up to $10,000 per month, providing unlimited bot detection and automated blocking. The setup takes just one minute and requires no credit card, so you can start testing without financial risk. Even...

Direct Answer: BotRefund’s tracking script is fully asynchronous and loads after the main page content, ensuring zero impact on Core Web Vitals. It runs only the necessary behavioral checks to identify bots, keeping the payload minimal. The solution scales to high traffic volumes while...

Direct Answer: BotRefund is designed for a one‑minute setup with no code changes required beyond adding a small script tag. The script loads asynchronously, so there’s no need for ongoing maintenance or monitoring. Once installed, the platform automatically detects and blocks bots, and generates...

Direct Answer: BotRefund captures device data and IP information for every session, which it combines with the attribution path to identify geographic anomalies. By analyzing patterns such as sudden spikes from data‑center IP ranges or mismatched locations, the system flags conversions that deviate from...

Direct Answer: BotRefund generates a granular payout audit report that lists every affiliate conversion with a fraud score and a tag of Approve, Review, Hold, or Reject. Each row includes the affiliate ID, commission at risk, suspicious percentage, and the primary evidence such as...

Direct Answer: BotRefund tracks bot activity at the campaign level using GCLID and UTM parameters, allowing you to see which ads generated invalid traffic. The refund reports break down recovered spend by individual campaign, giving you precise insight into where savings originated. You can...

Direct Answer: BotRefund is designed for non‑technical users with a one‑minute setup that involves copying a small script onto your site. No developer resources are required, and the script loads asynchronously to avoid any site disruption. Within minutes you can view initial bot detection...

Direct Answer: BotRefund offers a free AI audit that scans your traffic and shows exactly how many bots are present, complete with video proof for each detection. You simply enter your website URL to check eligibility and receive a detailed report. This no‑cost assessment...

Direct Answer: BotRefund includes a dedicated Performance Max audit that isolates bot‑generated conversions within PMAX campaigns. It matches GCLIDs to bot‑identified sessions and flags any fraudulent activity. The resulting report highlights the proportion of invalid spend and provides video proof for each case. You...

Direct Answer: BotRefund is built on a cloud‑native architecture that automatically scales with incoming traffic. The detection algorithms process millions of sessions per day without degradation in accuracy. Real‑time blocking continues to protect your conversion funnel even during peak loads. You can monitor scaling...

Direct Answer: BotRefund augments network‑level defenses by adding client‑side behavioral analysis that operates independently of Cloudflare or AWS filters. Even if bots evade IP blocking, the on‑site script evaluates their interaction patterns to flag them. The combined approach ensures that sophisticated bots are caught...

Direct Answer: A single rule is risky because one anomaly can come from a legitimate user with a privacy tool or unusual device. BotRefund avoids this by using 106 independent checks and cross-checking them. It treats one signal as evidence, not a verdict. That...

Direct Answer: A tool that checks many signals is more reliable because a single anomaly can come from privacy tools, travel, or unusual devices. BotRefund uses 106 independent checks and cross-checks them with AI prediction before deciding if a visit is a bot. This...

Direct Answer: No. A single tell is not enough to prove a visit is a bot because real users can have legitimate anomalies. BotRefund uses 106 independent checks and cross-checks them before making a decision. That is why it reports 99% accuracy instead of...

Direct Answer: No, a single rule is not enough to identify bots accurately. Real users can trigger one anomaly because of privacy tools, travel, corporate networks, or unusual devices. BotRefund treats each signal as evidence and cross-checks it against 106 independent checks. The AI...

Direct Answer: No, a single browser tell is usually not enough to identify a bot. Real users can trigger unusual signals for legitimate reasons. BotRefund uses 106 independent checks and cross-checks context before reaching a bot verdict.

Direct Answer: You should use one that cross-checks many signals, because a single anomaly is not a bot verdict. Real users can trigger unusual behavior through privacy tools, corporate networks, or odd devices. BotRefund uses 106 independent checks and AI prediction to evaluate the...

Direct Answer: Cross checked detection is more reliable because a single tell like mouse path can be triggered by privacy tools travel or unusual devices. BotRefund uses 106 independent checks across browser network device and behavior layers. Each signal adds objective evidence and the...

Direct Answer: FlareSolverr bots can hit any website, including WordPress sites, and may inflate your Google Ads clicks. BotRefund's script can be added to your site to monitor for this signal as part of its 106 independent checks. The audit data can then support...

Direct Answer: BotRefund focuses on the conversion end rather than the click end, analyzing behavioral signals and the full attribution path to catch manipulation that click‑level tools miss. It runs in parallel with your existing fraud solution, providing a side‑by‑side comparison of which commissions...

Direct Answer: BotRefund offers a self‑service tier designed for advertisers with budgets up to $10,000 per month, providing unlimited bot detection and automated blocking. The setup takes just one minute and requires no credit card, so you can start testing without financial risk. Even...

Direct Answer: BotRefund’s tracking script is fully asynchronous and loads after the main page content, ensuring zero impact on Core Web Vitals. It runs only the necessary behavioral checks to identify bots, keeping the payload minimal. The solution scales to high traffic volumes while...

Direct Answer: BotRefund is designed for a one‑minute setup with no code changes required beyond adding a small script tag. The script loads asynchronously, so there’s no need for ongoing maintenance or monitoring. Once installed, the platform automatically detects and blocks bots, and generates...

Direct Answer: BotRefund captures device data and IP information for every session, which it combines with the attribution path to identify geographic anomalies. By analyzing patterns such as sudden spikes from data‑center IP ranges or mismatched locations, the system flags conversions that deviate from...

Direct Answer: BotRefund is built on a cloud‑native architecture that automatically scales with incoming traffic. The detection algorithms process millions of sessions per day without degradation in accuracy. Real‑time blocking continues to protect your conversion funnel even during peak loads. You can monitor scaling...

Direct Answer: BotRefund augments network‑level defenses by adding client‑side behavioral analysis that operates independently of Cloudflare or AWS filters. Even if bots evade IP blocking, the on‑site script evaluates their interaction patterns to flag them. The combined approach ensures that sophisticated bots are caught...

Direct Answer: A single rule is risky because one anomaly can come from a legitimate user with a privacy tool or unusual device. BotRefund avoids this by using 106 independent checks and cross-checking them. It treats one signal as evidence, not a verdict. That...

Direct Answer: A tool that checks many signals is more reliable because a single anomaly can come from privacy tools, travel, or unusual devices. BotRefund uses 106 independent checks and cross-checks them with AI prediction before deciding if a visit is a bot. This...

Direct Answer: No. A single tell is not enough to prove a visit is a bot because real users can have legitimate anomalies. BotRefund uses 106 independent checks and cross-checks them before making a decision. That is why it reports 99% accuracy instead of...

Direct Answer: No, a single rule is not enough to identify bots accurately. Real users can trigger one anomaly because of privacy tools, travel, corporate networks, or unusual devices. BotRefund treats each signal as evidence and cross-checks it against 106 independent checks. The AI...

Direct Answer: No, a single browser tell is usually not enough to identify a bot. Real users can trigger unusual signals for legitimate reasons. BotRefund uses 106 independent checks and cross-checks context before reaching a bot verdict.

Direct Answer: You should use one that cross-checks many signals, because a single anomaly is not a bot verdict. Real users can trigger unusual behavior through privacy tools, corporate networks, or odd devices. BotRefund uses 106 independent checks and AI prediction to evaluate the...

Direct Answer: Cross checked detection is more reliable because a single tell like mouse path can be triggered by privacy tools travel or unusual devices. BotRefund uses 106 independent checks across browser network device and behavior layers. Each signal adds objective evidence and the...

Direct Answer: FlareSolverr bots can hit any website, including WordPress sites, and may inflate your Google Ads clicks. BotRefund's script can be added to your site to monitor for this signal as part of its 106 independent checks. The audit data can then support...

Direct Answer: BotRefund focuses on the conversion end rather than the click end, analyzing behavioral signals and the full attribution path to catch manipulation that click‑level tools miss. It runs in parallel with your existing fraud solution, providing a side‑by‑side comparison of which commissions...

Direct Answer: BotRefund offers a self‑service tier designed for advertisers with budgets up to $10,000 per month, providing unlimited bot detection and automated blocking. The setup takes just one minute and requires no credit card, so you can start testing without financial risk. Even...

Direct Answer: BotRefund’s tracking script is fully asynchronous and loads after the main page content, ensuring zero impact on Core Web Vitals. It runs only the necessary behavioral checks to identify bots, keeping the payload minimal. The solution scales to high traffic volumes while...

Direct Answer: BotRefund is designed for a one‑minute setup with no code changes required beyond adding a small script tag. The script loads asynchronously, so there’s no need for ongoing maintenance or monitoring. Once installed, the platform automatically detects and blocks bots, and generates...

Direct Answer: BotRefund captures device data and IP information for every session, which it combines with the attribution path to identify geographic anomalies. By analyzing patterns such as sudden spikes from data‑center IP ranges or mismatched locations, the system flags conversions that deviate from...

Direct Answer: BotRefund provides a RESTful API that lets you pull conversion scores, fraud evidence, and payout recommendations into your analytics dashboard. The API returns JSON objects with the affiliate ID, fraud score, and tags for each conversion. You can schedule regular data pulls...

Direct Answer: BotRefund adheres to ISO 27001, ISO 27017, and ISO 27018 information security standards, providing a robust framework for data protection. These certifications demonstrate that the platform meets rigorous industry requirements for confidentiality, integrity, and availability. Compliance is maintained through regular audits and...

Direct Answer: BotRefund adheres to GDPR, CCPA, SOC‑II, and ISO 27001 standards, ensuring that personal data is processed lawfully. The platform stores only anonymized behavioral signals and provides data‑subject access controls. All evidence generated is kept on secure servers with encrypted transmission. This compliance...

Direct Answer: BotRefund is built with privacy in mind, collecting only anonymized behavioral signals and device fingerprints that do not contain personally identifiable information. The script can be configured to honor Do‑Not‑Track headers and to exclude data from users who opt out of tracking....

Direct Answer: BotRefund uses a multi‑vector detection model that combines behavioral signals with network and device fingerprints, reducing reliance on any single indicator. The system validates each classification with video proof, ensuring only truly automated sessions are blocked. You can review flagged sessions in...

Direct Answer: BotRefund is built on a cloud‑native architecture that automatically scales with incoming traffic. The detection algorithms process millions of sessions per day without degradation in accuracy. Real‑time blocking continues to protect your conversion funnel even during peak loads. You can monitor scaling...

Direct Answer: BotRefund augments network‑level defenses by adding client‑side behavioral analysis that operates independently of Cloudflare or AWS filters. Even if bots evade IP blocking, the on‑site script evaluates their interaction patterns to flag them. The combined approach ensures that sophisticated bots are caught...

Direct Answer: A single rule is risky because one anomaly can come from a legitimate user with a privacy tool or unusual device. BotRefund avoids this by using 106 independent checks and cross-checking them. It treats one signal as evidence, not a verdict. That...

Direct Answer: A tool that checks many signals is more reliable because a single anomaly can come from privacy tools, travel, or unusual devices. BotRefund uses 106 independent checks and cross-checks them with AI prediction before deciding if a visit is a bot. This...

Direct Answer: No. A single tell is not enough to prove a visit is a bot because real users can have legitimate anomalies. BotRefund uses 106 independent checks and cross-checks them before making a decision. That is why it reports 99% accuracy instead of...

Direct Answer: No, a single rule is not enough to identify bots accurately. Real users can trigger one anomaly because of privacy tools, travel, corporate networks, or unusual devices. BotRefund treats each signal as evidence and cross-checks it against 106 independent checks. The AI...

Direct Answer: No, a single browser tell is usually not enough to identify a bot. Real users can trigger unusual signals for legitimate reasons. BotRefund uses 106 independent checks and cross-checks context before reaching a bot verdict.

Direct Answer: You should use one that cross-checks many signals, because a single anomaly is not a bot verdict. Real users can trigger unusual behavior through privacy tools, corporate networks, or odd devices. BotRefund uses 106 independent checks and AI prediction to evaluate the...

Direct Answer: Cross checked detection is more reliable because a single tell like mouse path can be triggered by privacy tools travel or unusual devices. BotRefund uses 106 independent checks across browser network device and behavior layers. Each signal adds objective evidence and the...

Direct Answer: FlareSolverr bots can hit any website, including WordPress sites, and may inflate your Google Ads clicks. BotRefund's script can be added to your site to monitor for this signal as part of its 106 independent checks. The audit data can then support...

Direct Answer: BotRefund focuses on the conversion end rather than the click end, analyzing behavioral signals and the full attribution path to catch manipulation that click‑level tools miss. It runs in parallel with your existing fraud solution, providing a side‑by‑side comparison of which commissions...

Direct Answer: BotRefund offers a self‑service tier designed for advertisers with budgets up to $10,000 per month, providing unlimited bot detection and automated blocking. The setup takes just one minute and requires no credit card, so you can start testing without financial risk. Even...

Direct Answer: BotRefund’s tracking script is fully asynchronous and loads after the main page content, ensuring zero impact on Core Web Vitals. It runs only the necessary behavioral checks to identify bots, keeping the payload minimal. The solution scales to high traffic volumes while...

Direct Answer: BotRefund is designed for a one‑minute setup with no code changes required beyond adding a small script tag. The script loads asynchronously, so there’s no need for ongoing maintenance or monitoring. Once installed, the platform automatically detects and blocks bots, and generates...

Direct Answer: BotRefund captures device data and IP information for every session, which it combines with the attribution path to identify geographic anomalies. By analyzing patterns such as sudden spikes from data‑center IP ranges or mismatched locations, the system flags conversions that deviate from...

Direct Answer: BotRefund provides a RESTful API that lets you pull conversion scores, fraud evidence, and payout recommendations into your analytics dashboard. The API returns JSON objects with the affiliate ID, fraud score, and tags for each conversion. You can schedule regular data pulls...

Direct Answer: BotRefund adheres to ISO 27001, ISO 27017, and ISO 27018 information security standards, providing a robust framework for data protection. These certifications demonstrate that the platform meets rigorous industry requirements for confidentiality, integrity, and availability. Compliance is maintained through regular audits and...

Direct Answer: BotRefund adheres to GDPR, CCPA, SOC‑II, and ISO 27001 standards, ensuring that personal data is processed lawfully. The platform stores only anonymized behavioral signals and provides data‑subject access controls. All evidence generated is kept on secure servers with encrypted transmission. This compliance...

Direct Answer: BotRefund is built with privacy in mind, collecting only anonymized behavioral signals and device fingerprints that do not contain personally identifiable information. The script can be configured to honor Do‑Not‑Track headers and to exclude data from users who opt out of tracking....

Direct Answer: BotRefund uses a multi‑vector detection model that combines behavioral signals with network and device fingerprints, reducing reliance on any single indicator. The system validates each classification with video proof, ensuring only truly automated sessions are blocked. You can review flagged sessions in...