I built a tool that tries to detect suspicious reviews — looking for people to break it

I've been building Project Red Flag, a tool that analyzes Amazon reviews and calculates an Adjusted Score rather than simply taking the listed star rating at face value.

It looks for things like:

🚩 Repetitive or suspicious wording
🚩 Unusual review activity
🚩 Rating patterns
🚩 Reviewer history

It also looks for positive signals such as verified purchases and detailed, product-specific feedback.

I'm opening up the beta and I'm specifically looking for people who will try to prove it wrong.

The best testers would be people who have products they know well. Run one through the tool and tell me whether you think the score is fair, too high, too low, or just completely wrong. There is a feedback box below the evaluation.

I have a early-access codes with limited usage available (links are pre-auth'd in):

Posted Sep 14, 2026, 8:01 PM UTC

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