Direct Answer: A connection anomaly is a mismatch that a normal browsing session does not usually create, such as missing or simplified browser capabilities. BotRefund treats it as one of 106 independent checks, not a final verdict. It adds objective evidence about a visit...

Direct Answer: A Default Viewport check looks for mismatches in how a browser reports its viewport and related APIs. Normal browsers run standard APIs as designed, while automated browsers often patch or hide things and break when checked from another angle. BotRefund uses this...

Direct Answer: A DNS Challenge Blocked check looks for a mismatch between network facts that a real browsing session does not normally create. It is one of 106 independent checks BotRefund uses to build a picture of whether a visit is human or automated....

Direct Answer: BotRefund compares the fonts and operating-system details a browser reports to see if they fit together. A mismatch can happen when a virtual machine or spoofed profile claims one device while other signals tell a different story. It is one of 106...

Direct Answer: A forensic click log contains detailed session records including GCLID and FBCLID identifiers. These logs provide evidence that invalid traffic occurred and can be submitted to ad platforms to claim refunds. BotRefund generates compliance-ready forensic logs you can download for this purpose.

Direct Answer: A forensic click log records click identifiers like GCLIDs or FBCLIDs along with evidence that the session was automated. Ad platforms need this kind of proof when reviewing invalid activity claims. BotRefund creates compliance-ready dispute logs for this purpose.

Direct Answer: A free bot audit from BotRefund scans your site for 106 independent signals, including rapid tab blurs, to detect automated traffic. You get a report showing how many bot visits occurred and which behaviors were detected. This helps you decide whether to...

Direct Answer: You can run a free bot audit to get an initial read on automated traffic visiting your site. BotRefund offers a free bot audit that uses multiple independent signals to avoid false positives from privacy tools or unusual user setups. The audit...

Direct Answer: A hex-edited CDP leak is a mismatch in the browser that usually appears when automation tools change or patch browser APIs. It is one of 106 independent checks BotRefund uses to evaluate a visit. A real browsing session does not normally create...

Direct Answer: A lazy bot developer vector is a detection signal that catches automated browsers which only partially spoof their capabilities. The connection anomaly is one example, where a browser reveals missing or inconsistent details when checked deeply. BotRefund includes these vectors as part...

Direct Answer: Lazy bot developer vectors are detection categories that catch automated browsers that only fake the surface of a real browser. Background Navigation is one example from BotRefund's 106 checks. It looks for missing, simplified, or inconsistent browser capabilities that a real session...

Direct Answer: A marketing traffic audit is a systematic review of your paid acquisition channels to evaluate user quality, identify geographic anomalies, and isolate invalid activity. Unlike a standard audit that focuses on keywords and ad copy, a security-focused audit targets Sophisticated Invalid Traffic...

Direct Answer: A monitor sync anomaly is a mismatch that a normal browsing session does not usually create. BotRefund treats it as one of 106 independent checks, not a final verdict. It helps spot scripts that send clicks and scrolls but cannot fully reproduce...

Direct Answer: A Navigation Timing Stub is a placeholder or incomplete implementation of browser navigation timing APIs that some automated browsers expose. BotRefund checks for this as one of 106 independent signals to see if a browser is hiding its real behavior. A normal...

Direct Answer: A perfect frame lock check is one of 106 independent checks BotRefund uses to identify automated browsers. It looks for a mismatch that a real browsing session does not normally create, such as scripted clicks and scrolls that lack natural pauses and...

Direct Answer: Playwright is a browser automation tool that can be used to create bots. The Playwright Init Scripts check looks for a mismatch that a normal browsing session does not create. Automation tools often patch or hide browser APIs, but those changes can...

Direct Answer: It is one of the independent checks BotRefund uses to spot automated visits. It looks for a mismatch that a real browsing session would not normally create. Scripts can send clicks and scrolls, but they struggle to reproduce the varied timing, movement,...

Direct Answer: A timezone evasion check looks for a mismatch between a visitor's connection, location, language, and timing. Real browsing sessions normally show agreement among these signals. When proxy rotation, location masking, or browser spoofing is used, separate network facts can disagree. BotRefund uses...

Direct Answer: It is one of 106 independent checks BotRefund uses to spot automated browsers. The check looks for a mismatch that appears when automation tools patch or hide browser APIs. A normal browser runs those APIs as designed, so the mismatch stands out....

Direct Answer: A viewport mismatch happens when a browser's viewport or related API properties do not line up with what a real browsing session should show. Automation tools often patch or hide these APIs, but the changes can break when checked from another angle....