The Trust Map
Trust scores for
AI creators.
Check before you follow. Check before you pay.
フォローする前に、信じる前に。
We score creators on X, note, and YouTube who talk about AI using objective indicators. Sanity-check the claims behind expensive courses and paid communities before you commit.
Coming soon
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Free: total score · category labelsPaid $5/mo: detailed scores · evidence · history · alerts
Six objective indicators
No subjective ratings — only verifiable facts. The total score is a weighted sum across six categories (100 points).
- 01Professional Background20pt
- 02Source Citation Rate15pt
- 03Fact-Check History15pt
- 04Transparency & Traceability15pt
- 05Content Originality10pt
- 06Earnings & Achievement Verificationflagship25pt
Hedgehogs tell you the trust level
Their face and spines change with the score. Use them as a quick visual cue when evaluating a creator.
- High Trust
- Mostly Trusted
- Caution
- Needs Review
- Low Trust
- Warning
⚐ Note: This site is an early-stage prototype. We do not publish a list of scored creators on this page; scores are shown only when a user searches for a specific creator. Scores are observational evaluations based on objective facts, not a determination that anyone is committing fraud. The pilot covers Japanese AI creators, so detail pages are currently in Japanese. Subjects can request corrections via the appeals form (in preparation) on the methodology page.