AI ad fraud detection that protects your marketing budget
ScroogeFrog AI helps advertisers find out where their ad budget is going to waste. It audits website traffic and Google Ads campaigns to uncover suspicious clicks, bot activity, and underperforming spend, then turns complex data into clear recommendations on what to fix. For agencies and larger advertisers, it also offers custom AI fraud detection models trained on their own traffic data. Less guesswork, more control over every advertising dollar.
Hey Product Hunt! π I'm Kostia, founder of ScroogeFrog. πΈ
We've spent over 15 years in digital advertising, and there's one problem we keep running into: advertisers paying for clicks that look legitimate but never turn into real customers.
Traditional fraud filters don't always catch these. So we built ScroogeFrog AI Antifraud.
Instead of relying only on generic bot rules and blacklists, we train custom AI models using your trusted traffic sources - the ones that actually bring conversions and quality leads. This helps us identify suspicious traffic based on what real customers look like for your business.
We originally built it for our own advertising clients, and now we're opening it up to more advertisers.
We're still actively testing and improving the models, and we'd love feedback from anyone running paid campaigns.
π PH launch offer: 75% off your first year with code LAUNCH75.
One question for the community: Have you ever suspected you were paying for fake clicks but couldn't prove it?
About ScroogeFrog AI on Product Hunt
βAI ad fraud detection that protects your marketing budget β
ScroogeFrog AI launched on Product Hunt on November 11th, 2026 and earned 164 upvotes and 26 comments, earning #1 Product of the Day. ScroogeFrog AI helps advertisers find out where their ad budget is going to waste. It audits website traffic and Google Ads campaigns to uncover suspicious clicks, bot activity, and underperforming spend, then turns complex data into clear recommendations on what to fix. For agencies and larger advertisers, it also offers custom AI fraud detection models trained on their own traffic data. Less guesswork, more control over every advertising dollar.
On the analytics side, ScroogeFrog AI competes within Marketing, Advertising and Artificial Intelligence β topics that collectively have 984k followers on Product Hunt. The dashboard above tracks how ScroogeFrog AI performed against the three products that launched closest to it on the same day.
Who hunted ScroogeFrog AI ?
ScroogeFrog AI was hunted by Deepak π. A βhunterβ on Product Hunt is the community member who submits a product to the platform β uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of ScroogeFrog AI including community comment highlights and product details, visit the product overview.
Deepak π