Seatext library / BotRefund evidence
Why is my Meta cost per lead low but the leads are still junk?
Automated bots can simulate high-intent browsing and submit forms, which makes the reported cost per lead look healthy even when the contacts are fake. The ad platform sees...
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Why is my Meta cost per lead low but the leads are still junk?
Why is my Meta cost per lead low but the leads are still junk?
Direct Answer: Automated bots can simulate high-intent browsing and submit forms, which makes the reported cost per lead look healthy even when the contacts are fake. The ad platform sees the conversion event and assumes it was valuable. BotRefund can identify those bot sessions...
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See how this page can help with your next step.
Why is my Meta cost per lead low but the leads are still junk?
Why would a bot have a timezone mismatch
Direct Answer: Automated browsers often reveal themselves through inconsistencies in their environment. A bot might show a timezone that does not match its IP location or language settings because it is running on a virtual machine or using proxy rotation. BotRefund's Timezone Evasion check...
Why would a real user trigger an audio sample rate anomaly?
Direct Answer: Unusual devices, privacy tools, travel, or corporate networks can make a real browser report inconsistent details. BotRefund accounts for that by not treating an anomaly as a verdict. It cross-checks the signal with other independent browser, network, and behavior data. A real...
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Why would a real user trigger an audio sample rate anomaly?
Will adding a bot detection script interfere with my Google Tag Manager or Meta Pixel setup
Direct Answer: BotRefund's script integrates with existing Google Tag Manager Meta Pixel and TikTok Pixel setups by dynamically suppressing pixel execution only when automated behavior is detected. The lightweight engine does not interfere with legitimate user tracking or conversion attribution for human visitors. Installation...
Will privacy tools or corporate VPNs cause false positives in bot detection?
Direct Answer: Privacy tools, VPNs and corporate networks can produce unusual timing that looks bot‑like. BotRefund treats such anomalies as evidence rather than an automatic verdict. The system compares the signal with other data points before labeling a visit. This reduces the chance of...
Frequently asked questions
Why is my Meta cost per lead low but the leads are still junk?
Automated bots can simulate high-intent browsing and submit forms, which makes the reported cost per lead look healthy even when the contacts are fake. The ad platform sees the conversion event and assumes it was valuable. BotRefund can identify those bot sessions and keep them from training your campaign.