Real-time bot traffic filter that blocks ad fraud before Meta charges you
Detect and block bot traffic in real-time so your Facebook ad budget only pays for humans, not data center headless browsers.
The signal
“Im so tired of funding botnets with my daily ad budget. Woke up today to see my shopify traffic spiked by like 400% overnight but zero sales. dug into the logs and it's literally all headless browsers pinging my site from random data centers, and facebook happily charged me for e”r/ecommerce — read the original
Why it scores 80
Ad fraud is a massive, recurring pain costing advertisers billions annually, with Facebook/Google's limited detection creating urgent demand for independent verification tools.
While enterprise fraud detection platforms exist, there are few affordable, easy-to-integrate solutions specifically targeting small/mid-size e-commerce advertisers' Meta Ads pain points.
A solo dev can build a credible MVP using existing ad APIs, headless browser detection libraries, and simple analytics dashboards within weeks.
Increased awareness of ad fraud, rising ad costs, and platform opacity create perfect conditions for independent verification tools as advertisers seek accountability.
MVP build path
A Shopify app that injects fingerprint.js + IPQualityScore check, logs bot traffic, and sends blocking headers, with a dashboard showing fraud percentage and estimated savings.