Asset Starvation

Protect every paid visit

BotRefund combines browser, network, device, and behavior evidence to identify invalid traffic.

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Detection approach

Resource starvation consistent with FlareSolverr detected. FlareSolverr uses CDP Network.setBlockedURLs to block PNG/JPG/CSS/WOFF assets for speed. A real browser loads at least some images and stylesheets.

How this helps detect bots

Collect this signal alongside session context, request metadata, and other independent indicators. A single anomaly is a lead, not a verdict; corroborating anomalies make automated traffic more likely.

Legitimate traffic to consider

Users on low-bandwidth networks or using text-only browsers (e.g. Lynx).

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BotRefund helps website owners identify suspicious visits, protect conversion data, and build evidence for invalid-click reviews.

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