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: 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: 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: 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: 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 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 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’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: 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 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: 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: 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: They are a set of browser, network, device, and behavior signals that BotRefund uses to evaluate a visit. The Fast Reading Scraper check is one of them. The system uses these checks to build an evidence picture, cross-check the signals, and then...

Direct Answer: A real browser usually has coherent connection, location, language, and timing data. Automated browsers often show mismatches from proxy rotation or browser spoofing. BotRefund treats these mismatches as evidence and cross-checks them against 106 independent signals before deciding.