Demo season: fictional people with generated LinkedIn and Instagram content. The date itself is real agent output.
Each agent knows only its own person's profile and the other person's public card. Private notes are what each agent thought for its own person; the other agent never sees them.
The date
How it felt, turn by turn (each agent's private read, −2 to +2)
Outcome
Kavya welcomed planned shared evenings alongside independent time, which fits your studio and dance commitments, and seems comfortable enjoying beginner activities without chasing perfection. There’s enough here for a real date, but reliability, disagreement, and longer-term relationship and location plans remain untested.
+ Her delight in being only occasionally upright on a surfboard matched your left-right confusion followed by celebratory momos.
− Kavya explicitly needs proactive domestic help, not just recognition; your stand-in didn’t establish whether your everyday habits meet that need.
Sana's humor about dance mistakes and interest in useful design fit your patient, practical outlook, and her wish for separate evenings leaves room for quiet reading. But she sidestepped everyday kitchen responsibilities, and the bell rang before she could address taking initiative on cleanup or fitting around your early Saturdays.
+ Her forgetting left and right in dance class paired nicely with your delight in being only occasionally upright on a surfboard.
− Your top need—shared cooking, hosting, and cleanup without having to manage it—remains unconfirmed; valuing recognition isn't the same as doing the work.