About TrustMapThe trust map for AI creators.
Check before you follow. Check before you pay.
Why this site exists
Since 2024, the number of people posting about AI on X, note, and YouTube has exploded. Every day, feeds fill up with claims like "I made $10K/month with AI" or "The ultimate prompt pack." Some are substantive and practical; others use thin-evidence claims to funnel followers into expensive courses or paid communities.
Sorting the signal from the noise on your own is exhausting. TrustMap does that check for you using objective evaluation indicators and gives you the material you need to decide for yourself.
What you can do here
- ✓See an AI creator's overall trust score (out of 100) and 5-tier label at a glance
- ✓Get an independent assessment of evidence backing earnings claims (our flagship category)
- ✓See per-category evaluations and their evidence (paid plan)
- ✓Recognise trust levels instantly through the hedgehog mascots
Where we stand
Independence: We accept no money, perks, or favors from creators we evaluate. No sponsored posts. No affiliate links.
Objectivity: Every evaluation is built from observable facts only. Subjective judgments like "clear" or "entertaining" are excluded.
Transparency: Our evaluation method, scoring rules, and update cadence are fully public (see the methodology page).
Good faith: We notify evaluated creators when their page goes live and offer a dispute channel (in progress).
What we do not do
- ・We do notlabel individuals as "fraudsters" or "malicious." Scores are evaluations based on observed facts; the final judgment is yours.
- ・Our intent is consumer-protective information sharing, not attacks or defamation against individuals.
- ・We do not take sponsor deals or advertising revenue. The site is funded entirely by paid subscriptions.
Pilot scope
The current pilot scores Japanese AI creators on X, note, and YouTube. Detail pages are Japanese-only for now. International scoring is planned once the methodology is field-tested in production.
Meet your guide
Our mascot is a hedgehog. The instinct to protect itself with spines mirrors the project's ethos: protect yourself before you pay. Six expressions reflect the trust level of the creator you are looking at.