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TRAYL · public demo

Find the right creator

Pick a campaign goal, paste the handles you already have, and TRAYL scores each creator against that goal. Formula weights and licensed data sources stay server-side — this page runs on demo signal only.

TRAYL Score ranking

B2B credibility
  1. #1@jonathanwordsofwisdomDemo onlyconf 35%63
    Brand fit: 86Content fit: 54Authenticity: 50Delivery reliability: 92Engagement quality: 91Brand safety: 89
  2. #2@itshannahzhangDemo onlyconf 35%63
    Authenticity: 98Brand fit: 86Content fit: 83Usage / exclusivity risk (lower is better): 9Save rate: 84Brand safety: 80
  3. #3@meglovesdataDemo onlyconf 35%56
    Brand fit: 97Authenticity: 84Content fit: 8Predicted performance: 94Usage / exclusivity risk (lower is better): 13Brand safety: 76
  4. #4@ericonomicsDemo onlyconf 35%54
    Content fit: 23Authenticity: 4Brand fit: 1Predicted performance: 99Audience overlap (lower is better): 2Engagement quality: 97
  5. #5@jerryjhleeDemo onlyconf 35%45
    Content fit: 65Brand fit: 51Authenticity: 36Usage / exclusivity risk (lower is better): 17Brand safety: 80Save rate: 74

Scoring audit

Goal · B2B credibility
Accepted
5
Rejected
1
Normalized: ericnomics → @ericonomics

Scoring basis: TRAYL Score · goal-conditioned pairwise ranking. Formula weights are server-side and proprietary.

Data connectivity: Licensed creator data not connected yet. Results are demo-only and confidence is capped.

Rejected handles · needs verification

These handles were not scored, paired, ranked, or counted toward the minimum compare run.

  • @i· Single-letter handle — cannot be resolved