How our AI matchmaking system uses six signals.
By Find Your Person · Published
Product-mechanics articles are checked against the current implementation and public policies.
Find Your Person does not let one compatibility number decide who a member sees. The baseline score combines six components, and a potential pair must also pass reciprocal and modeled-conversation gates.
The six baseline weights.
The modeled-conversation evaluation contributes 28%. Photo-preference fit contributes 24%. Reciprocal discovery fit contributes 18%, interview-derived personality alignment 15%, engagement 8%, and evidence confidence 7%. The total is normalized when a component is not available, so missing evidence does not automatically become a zero.
A weighted score is not enough.
The modeled conversation must clear its own overall-score and estimated second-date gates. Then the weighted result must clear the match threshold from both members’ perspectives. This directional check matters because one person’s preference fit is not automatically the other person’s.
Why publish the numbers?
Transparency makes the product easier to question. A member should know that the simulation is influential but not dominant, and that photo fit is meaningful but not the whole score. The weights are product configuration, not scientific laws, and can change as the system is evaluated after launch.