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TrustRank only helps if the score is legible. Users should be able to tell why Introd is confident, why it is uncertain, and what to do next.

Trust stack

LayerMeaningWhere it comes from
Relationship strengthDirectness and quality of a specific edgeEdge strength and interaction evidence
Evidence chipsHuman-readable proof pointsProvenance, meetings, emails, communities, intros
TrustRankComposite signal for a person or routeGraph scoring plus execution history
Graph confidenceHow safe it is to act on the route nowEdge confidence, freshness, weak links, path quality

What should raise confidence

  • recent interaction evidence
  • prior successful introductions
  • clear connector-to-target context
  • multiple proof points that agree with each other
  • low decay and low ambiguity in the route

What should lower confidence

  • stale relationships with no recent evidence
  • routes held together only by weak overlap
  • unclear connector intent or availability
  • a single fragile edge inside an otherwise weak path
  • missing proof about why the route should work now

What the product should show

Every path or connector score should show:
  • the score
  • the reasons it ranked there
  • weak-link diagnostics
  • freshness or decay cues
  • the next best action when confidence is limited

Confidence rules

  • strong observed evidence should raise confidence
  • stale edges should visibly decay
  • inferred context can support ranking but should not masquerade as proof
  • unknown targets should not produce fabricated warm paths