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Connector ranking should optimize for introduction quality, not just graph distance.

Ranking inputs

The most useful signals are:
  • response rate
  • intro success rate
  • meeting conversion rate
  • reliability score
  • freshness and decay
  • relationship memory and evidence signals
  • context fit for the requested goal

Practical interpretation

SignalWhy it matters
ReliabilityA connector who often follows through is more valuable than one with broad but weak reach
FreshnessOld relationships should rank lower unless there is new evidence
Outcome historyPrior intro outcomes are stronger than inferred similarity
Context fitThe best connector can vary by investor ask, customer intro, hiring, or partnership goal

What users should see

  • who ranked first
  • why they ranked first
  • what would make another connector stronger
  • whether the recommended connector is overused or cooling down