Verified Real-World Meeting

Why Verification Matters

The value of behavioral data depends entirely on its reliability. A behavioral profile built on self-reported meeting history is unreliable — people misremember, misrepresent, and selectively report. A profile built on verified attendance records is reliable — attendance is a binary fact that can be confirmed by the infrastructure managing the event.

Verified real-world meetings provide the unmanipulable behavioral foundation that makes trust scoring and compatibility assessment reliable enough to use as AI agent decision context.

Verification Methods

Attendance verification at Weekend Club events uses a combination of methods:

• Venue-level check-in verification for consumer brunch events
• Host confirmation for licensed city operator events
• Participant cross-verification (multiple attendees confirming the same group was present)
• Subsequent behavioral signals (group members connecting or following up — an indirect verification of attendance)

Meeting Metadata

Each verified meeting record in the Relationship Graph carries metadata beyond attendance: the group composition, the meeting format, the date and cultural context, and the structured outcome data collected afterwards (group chemistry scores, satisfaction ratings, follow-up signals). This rich metadata is what makes the verified meeting record valuable as a training data point for the Group Intelligence Engine.

See Also

Relationship Graph · Social Outcome Data · Outcome Feedback Loop