Extras · Profile ranking

Who should we send to Ananya?

Pick a client. Every candidate is ranked by mutual match score, so the matchmaker starts from a shortlist instead of a search.

Women clients
Men clients

Candidates are everyone of the opposite gender. Same input, same ranking, every time.

Shortlist

match = √(side A × side B)side = fit × deal-breaker safetybroken deal-breaker ×0.10, unknown × base rate

    Mock data. AI mode uses cached Claude readings of each bio (same prompt as live mode on Match Check). The ranking itself is the deterministic engine: no AI decides.