Bots, AI agents and fraud farms now pass attention checks and write fluent open-ends.
> Independent panel ratings
Verified reviews from agencies and research platforms. Independent audits for panels that want proof.
Free to rate. Free to read.
> The problem
Bots, AI agents and fraud farms now pass attention checks and write fluent open-ends.
Real people who don't match their profile: the "mum of two" who isn't, the "frequent buyer" who never bought.
Every agency knows which panels burned them. That knowledge stays in inboxes and Slack threads. The next buyer finds out the hard way.
> What we do
Two layers of evidence, by panel and by country.
What buyers experienced.
Reviews from agencies, research platforms and researchers, each tied to a real project. Free to rate, free to read.
What we verified.
An independent audit against a public methodology, requested by the panel. When a panel has one, it leads the profile. Buyer reviews stay visible.
> What we rate
How much fraud and bot traffic did you remove?
Did respondents match the targeting?
Did they deliver what they quoted?
Did they hit the field timeline?
How did they handle problems?
> How it works
Run a survey or AI-moderated study with a panel.
Score it on five criteria. We verify the project, not your identity in public.
See how every panel performs, by market and by target.
We review your sourcing, recruitment and quality processes.
We audit that what you declare is what you do.
We field blind benchmark studies, check identity and re-ask profile data.
Your Proof Score, pillar scores and a roadmap. Publish when you're ready.
Surveys or AI-moderated interviews, your output is only as good as the people who show up. Share what you've seen. See what others found. Free.
Respond to every review. Then back your claims with an audited Proof Score: evidence, not promises.
Know which panels meet the bar before your next study, and before your next big decision.
> Independence
Paying for an audit buys scrutiny, never silence.
We're launching in 2027 with a founding group of raters and panels.
Rate the panels you use and help shape the criteria.
Join as a raterYour first audit is private. Fix what matters, help shape the methodology, then go public.
Apply for an audit