Cafe signals

A scorecard can use available information about Wi-Fi quality, outlets, noise, light, seating, and time-of-day context. Not every cafe has every signal, and the detail can change.

FinCaffe should not replace missing evidence with certainty. A sparse scorecard and a well-supported scorecard do not carry the same confidence.

Context before a single number

The same cafe can fit a quiet morning session and fail a call-heavy afternoon. A useful score therefore needs the session context, the freshness of available signals, and an explanation of what moved the result.

Sponsored placement does not change the independent score. Commercial surfaces, if present, must remain clearly separated from the score explanation.

Buddy compatibility

Buddy compatibility is intended to reflect work intent, session rhythm, time, and place. It does not verify identity, conduct, safety, or the success of a meeting.

A match is an invitation to make a considered choice, not a guarantee about another person.