Our marketing budget is allocated across multiple campaigns. How does BotRefund allocate recovered funds back to specific campaigns?

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 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 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 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 monitors every visit in real time and can block bots from firing conversion pixels the moment they are detected. The system updates its detection models continuously, ensuring new bot patterns are caught as they emerge. You receive instant alerts and can...

Direct Answer: BotRefund reads UTM and click IDs from any traffic source, so it works regardless of which affiliate platform generated the link. By consolidating all sessions into a single database, BotRefund provides a unified fraud score across all platforms. The final audit report...

Direct Answer: BotRefund evaluates a comprehensive set of signals, including device fingerprints, rendering behavior, and permission states, before labeling a session as a bot. It requires multiple high‑confidence indicators to trigger a block, reducing the chance of misclassifying atypical but genuine users. The system...

Direct Answer: BotRefund blocks bots from firing Meta and Google conversion pixels in real time, ensuring that only genuine human interactions are recorded. This prevents polluted data from influencing the ad platform’s machine‑learning algorithms. The result is cleaner optimization signals and more efficient ad...

Direct Answer: BotRefund generates a unique device fingerprint for each visitor based on browser and hardware characteristics. When multiple conversions share the same fingerprint, the system marks them as duplicate device activity. These duplicates are assigned a strong fraud signal and are placed in...

Direct Answer: BotRefund’s script captures all network requests made during a session, including hidden image or iframe loads that set cookies without user interaction. It correlates those cookie events with the timing of the conversion and the original UTM data. When a cookie appears...

Direct Answer: BotRefund combines industry‑leading bot intelligence from providers like Cloudflare with over 50 additional detection vectors that analyze client‑side behavior. Even if bots use residential proxies or rotate IPs to evade network filters, BotRefund’s behavioral telemetry identifies them based on mouse dynamics and...

Direct Answer: BotRefund’s tracking script is platform‑agnostic and is recognized by X, Reddit, Bing, Yandex, as well as Google and Meta. It captures the same behavioral signals regardless of the ad network that drives traffic to your site. The evidence generated meets the compliance...

Direct Answer: BotRefund delivers forensic‑grade evidence that aligns with Google’s Traffic Quality guidelines, including GCLID tracking and rrweb session recordings. The reports provide a transparent explanation of why each flagged visit is considered invalid. This level of detail addresses the common reasons for rejection...

Direct Answer: Traditional tools rely on IP blocklists that modern bots easily bypass using rotating residential proxies. BotRefund bypasses the IP chase entirely by focusing on client‑side behavioral telemetry such as linear mouse dynamics and sub‑millisecond input speeds. It also blocks bots from firing...

Direct Answer: BotRefund provides a RESTful API that delivers bot detection events, confidence scores, and session recordings to external systems. You can push this data into Google Analytics, Mixpanel, or any custom dashboard for unified reporting. The API respects rate limits and includes authentication...

Direct Answer: BotRefund’s detection engine monitors all inbound traffic, including review submission forms, for automated behavior. When a bot attempts to post a review, the script blocks the request and logs the activity. This prevents fake negative feedback from appearing on your brand’s pages....

Direct Answer: BotRefund allows you to conduct a free audit on a sample of your traffic by installing the script on a subset of pages or using a test UTM parameter. The system will analyze those sessions and generate a pilot report showing the...

Direct Answer: BotRefund’s tracking script is designed to be lightweight, loading asynchronously and collecting only essential behavioral and attribution data. It does not block page rendering or add noticeable latency, so Core Web Vitals remain unaffected. The script also respects privacy settings and can...

Direct Answer: They are the set of checks BotRefund uses to catch automated browsers that try to hide their automation. The Math Rounding Matrix is one of the 106 independent checks in that set. Automation tools often patch browser APIs, but those changes can...

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 monitors every visit in real time and can block bots from firing conversion pixels the moment they are detected. The system updates its detection models continuously, ensuring new bot patterns are caught as they emerge. You receive instant alerts and can...

Direct Answer: BotRefund reads UTM and click IDs from any traffic source, so it works regardless of which affiliate platform generated the link. By consolidating all sessions into a single database, BotRefund provides a unified fraud score across all platforms. The final audit report...

Direct Answer: BotRefund evaluates a comprehensive set of signals, including device fingerprints, rendering behavior, and permission states, before labeling a session as a bot. It requires multiple high‑confidence indicators to trigger a block, reducing the chance of misclassifying atypical but genuine users. The system...

Direct Answer: BotRefund blocks bots from firing Meta and Google conversion pixels in real time, ensuring that only genuine human interactions are recorded. This prevents polluted data from influencing the ad platform’s machine‑learning algorithms. The result is cleaner optimization signals and more efficient ad...

Direct Answer: BotRefund generates a unique device fingerprint for each visitor based on browser and hardware characteristics. When multiple conversions share the same fingerprint, the system marks them as duplicate device activity. These duplicates are assigned a strong fraud signal and are placed in...

Direct Answer: BotRefund’s script captures all network requests made during a session, including hidden image or iframe loads that set cookies without user interaction. It correlates those cookie events with the timing of the conversion and the original UTM data. When a cookie appears...

Direct Answer: BotRefund combines industry‑leading bot intelligence from providers like Cloudflare with over 50 additional detection vectors that analyze client‑side behavior. Even if bots use residential proxies or rotate IPs to evade network filters, BotRefund’s behavioral telemetry identifies them based on mouse dynamics and...

Direct Answer: BotRefund’s tracking script is platform‑agnostic and is recognized by X, Reddit, Bing, Yandex, as well as Google and Meta. It captures the same behavioral signals regardless of the ad network that drives traffic to your site. The evidence generated meets the compliance...

Direct Answer: BotRefund delivers forensic‑grade evidence that aligns with Google’s Traffic Quality guidelines, including GCLID tracking and rrweb session recordings. The reports provide a transparent explanation of why each flagged visit is considered invalid. This level of detail addresses the common reasons for rejection...

Direct Answer: Traditional tools rely on IP blocklists that modern bots easily bypass using rotating residential proxies. BotRefund bypasses the IP chase entirely by focusing on client‑side behavioral telemetry such as linear mouse dynamics and sub‑millisecond input speeds. It also blocks bots from firing...

Direct Answer: BotRefund provides a RESTful API that delivers bot detection events, confidence scores, and session recordings to external systems. You can push this data into Google Analytics, Mixpanel, or any custom dashboard for unified reporting. The API respects rate limits and includes authentication...

Direct Answer: BotRefund’s detection engine monitors all inbound traffic, including review submission forms, for automated behavior. When a bot attempts to post a review, the script blocks the request and logs the activity. This prevents fake negative feedback from appearing on your brand’s pages....

Direct Answer: BotRefund allows you to conduct a free audit on a sample of your traffic by installing the script on a subset of pages or using a test UTM parameter. The system will analyze those sessions and generate a pilot report showing the...

Direct Answer: BotRefund’s tracking script is designed to be lightweight, loading asynchronously and collecting only essential behavioral and attribution data. It does not block page rendering or add noticeable latency, so Core Web Vitals remain unaffected. The script also respects privacy settings and can...

Direct Answer: They are the set of checks BotRefund uses to catch automated browsers that try to hide their automation. The Math Rounding Matrix is one of the 106 independent checks in that set. Automation tools often patch browser APIs, but those changes can...

Direct Answer: BotRefund monitors every visit in real time and can block bots from firing conversion pixels the moment they are detected. The system updates its detection models continuously, ensuring new bot patterns are caught as they emerge. You receive instant alerts and can...

Direct Answer: BotRefund reads UTM and click IDs from any traffic source, so it works regardless of which affiliate platform generated the link. By consolidating all sessions into a single database, BotRefund provides a unified fraud score across all platforms. The final audit report...

Direct Answer: BotRefund evaluates a comprehensive set of signals, including device fingerprints, rendering behavior, and permission states, before labeling a session as a bot. It requires multiple high‑confidence indicators to trigger a block, reducing the chance of misclassifying atypical but genuine users. The system...

Direct Answer: BotRefund blocks bots from firing Meta and Google conversion pixels in real time, ensuring that only genuine human interactions are recorded. This prevents polluted data from influencing the ad platform’s machine‑learning algorithms. The result is cleaner optimization signals and more efficient ad...

Direct Answer: BotRefund generates a unique device fingerprint for each visitor based on browser and hardware characteristics. When multiple conversions share the same fingerprint, the system marks them as duplicate device activity. These duplicates are assigned a strong fraud signal and are placed in...

Direct Answer: BotRefund’s script captures all network requests made during a session, including hidden image or iframe loads that set cookies without user interaction. It correlates those cookie events with the timing of the conversion and the original UTM data. When a cookie appears...

Direct Answer: BotRefund combines industry‑leading bot intelligence from providers like Cloudflare with over 50 additional detection vectors that analyze client‑side behavior. Even if bots use residential proxies or rotate IPs to evade network filters, BotRefund’s behavioral telemetry identifies them based on mouse dynamics and...

Direct Answer: BotRefund’s tracking script is platform‑agnostic and is recognized by X, Reddit, Bing, Yandex, as well as Google and Meta. It captures the same behavioral signals regardless of the ad network that drives traffic to your site. The evidence generated meets the compliance...

Direct Answer: BotRefund delivers forensic‑grade evidence that aligns with Google’s Traffic Quality guidelines, including GCLID tracking and rrweb session recordings. The reports provide a transparent explanation of why each flagged visit is considered invalid. This level of detail addresses the common reasons for rejection...

Direct Answer: Traditional tools rely on IP blocklists that modern bots easily bypass using rotating residential proxies. BotRefund bypasses the IP chase entirely by focusing on client‑side behavioral telemetry such as linear mouse dynamics and sub‑millisecond input speeds. It also blocks bots from firing...

Direct Answer: BotRefund provides a RESTful API that delivers bot detection events, confidence scores, and session recordings to external systems. You can push this data into Google Analytics, Mixpanel, or any custom dashboard for unified reporting. The API respects rate limits and includes authentication...

Direct Answer: BotRefund’s detection engine monitors all inbound traffic, including review submission forms, for automated behavior. When a bot attempts to post a review, the script blocks the request and logs the activity. This prevents fake negative feedback from appearing on your brand’s pages....

Direct Answer: BotRefund allows you to conduct a free audit on a sample of your traffic by installing the script on a subset of pages or using a test UTM parameter. The system will analyze those sessions and generate a pilot report showing the...

Direct Answer: BotRefund’s tracking script is designed to be lightweight, loading asynchronously and collecting only essential behavioral and attribution data. It does not block page rendering or add noticeable latency, so Core Web Vitals remain unaffected. The script also respects privacy settings and can...

Direct Answer: They are the set of checks BotRefund uses to catch automated browsers that try to hide their automation. The Math Rounding Matrix is one of the 106 independent checks in that set. Automation tools often patch browser APIs, but those changes can...

Direct Answer: Anti‑stealth traps are tests that try to expose hidden automation layers in a browser. Real browsers pass these checks without alteration, while bots often reveal their presence. By catching these traps, BotRefund gathers objective evidence rather than guessing. This evidence strengthens the...

Direct Answer: Anti-stealth traps are detection methods specifically designed to catch bots that try to hide their automation. One example is the native patching check, which finds mismatches when automation tools patch or hide browser APIs. BotRefund uses such traps as part of its...

Direct Answer: They are detection categories that catch automated browsers built with low effort by developers who leave browser API mismatches. The Chrome API Stub check is one example in this category. BotRefund uses these vectors as part of its 106 independent checks.

Direct Answer: These are techniques bots use to hide their real location or connection. BotRefund looks for mismatches like proxy rotation, location masking, or browser spoofing through checks such as Netprobe Telemetry Missing. The signal is cross-checked with other evidence to avoid judging a...

Direct Answer: These are techniques that automated browsers use to hide their real location or network. BotRefund's HTTP Protocol Mismatch check looks for evidence of proxy rotation, location masking, or browser spoofing. A real visitor's connection, location, language, and timing normally agree. When they...

Direct Answer: BotRefund monitors every visit in real time and can block bots from firing conversion pixels the moment they are detected. The system updates its detection models continuously, ensuring new bot patterns are caught as they emerge. You receive instant alerts and can...

Direct Answer: BotRefund reads UTM and click IDs from any traffic source, so it works regardless of which affiliate platform generated the link. By consolidating all sessions into a single database, BotRefund provides a unified fraud score across all platforms. The final audit report...

Direct Answer: BotRefund evaluates a comprehensive set of signals, including device fingerprints, rendering behavior, and permission states, before labeling a session as a bot. It requires multiple high‑confidence indicators to trigger a block, reducing the chance of misclassifying atypical but genuine users. The system...

Direct Answer: BotRefund blocks bots from firing Meta and Google conversion pixels in real time, ensuring that only genuine human interactions are recorded. This prevents polluted data from influencing the ad platform’s machine‑learning algorithms. The result is cleaner optimization signals and more efficient ad...

Direct Answer: BotRefund generates a unique device fingerprint for each visitor based on browser and hardware characteristics. When multiple conversions share the same fingerprint, the system marks them as duplicate device activity. These duplicates are assigned a strong fraud signal and are placed in...

Direct Answer: BotRefund’s script captures all network requests made during a session, including hidden image or iframe loads that set cookies without user interaction. It correlates those cookie events with the timing of the conversion and the original UTM data. When a cookie appears...

Direct Answer: BotRefund combines industry‑leading bot intelligence from providers like Cloudflare with over 50 additional detection vectors that analyze client‑side behavior. Even if bots use residential proxies or rotate IPs to evade network filters, BotRefund’s behavioral telemetry identifies them based on mouse dynamics and...

Direct Answer: BotRefund’s tracking script is platform‑agnostic and is recognized by X, Reddit, Bing, Yandex, as well as Google and Meta. It captures the same behavioral signals regardless of the ad network that drives traffic to your site. The evidence generated meets the compliance...

Direct Answer: BotRefund delivers forensic‑grade evidence that aligns with Google’s Traffic Quality guidelines, including GCLID tracking and rrweb session recordings. The reports provide a transparent explanation of why each flagged visit is considered invalid. This level of detail addresses the common reasons for rejection...

Direct Answer: Traditional tools rely on IP blocklists that modern bots easily bypass using rotating residential proxies. BotRefund bypasses the IP chase entirely by focusing on client‑side behavioral telemetry such as linear mouse dynamics and sub‑millisecond input speeds. It also blocks bots from firing...

Direct Answer: BotRefund provides a RESTful API that delivers bot detection events, confidence scores, and session recordings to external systems. You can push this data into Google Analytics, Mixpanel, or any custom dashboard for unified reporting. The API respects rate limits and includes authentication...

Direct Answer: BotRefund’s detection engine monitors all inbound traffic, including review submission forms, for automated behavior. When a bot attempts to post a review, the script blocks the request and logs the activity. This prevents fake negative feedback from appearing on your brand’s pages....

Direct Answer: BotRefund allows you to conduct a free audit on a sample of your traffic by installing the script on a subset of pages or using a test UTM parameter. The system will analyze those sessions and generate a pilot report showing the...

Direct Answer: BotRefund’s tracking script is designed to be lightweight, loading asynchronously and collecting only essential behavioral and attribution data. It does not block page rendering or add noticeable latency, so Core Web Vitals remain unaffected. The script also respects privacy settings and can...

Direct Answer: They are the set of checks BotRefund uses to catch automated browsers that try to hide their automation. The Math Rounding Matrix is one of the 106 independent checks in that set. Automation tools often patch browser APIs, but those changes can...

Direct Answer: Anti‑stealth traps are tests that try to expose hidden automation layers in a browser. Real browsers pass these checks without alteration, while bots often reveal their presence. By catching these traps, BotRefund gathers objective evidence rather than guessing. This evidence strengthens the...

Direct Answer: Anti-stealth traps are detection methods specifically designed to catch bots that try to hide their automation. One example is the native patching check, which finds mismatches when automation tools patch or hide browser APIs. BotRefund uses such traps as part of its...

Direct Answer: They are detection categories that catch automated browsers built with low effort by developers who leave browser API mismatches. The Chrome API Stub check is one example in this category. BotRefund uses these vectors as part of its 106 independent checks.

Direct Answer: These are techniques bots use to hide their real location or connection. BotRefund looks for mismatches like proxy rotation, location masking, or browser spoofing through checks such as Netprobe Telemetry Missing. The signal is cross-checked with other evidence to avoid judging a...

Direct Answer: These are techniques that automated browsers use to hide their real location or network. BotRefund's HTTP Protocol Mismatch check looks for evidence of proxy rotation, location masking, or browser spoofing. A real visitor's connection, location, language, and timing normally agree. When they...