What it is
The AI Circle Network is Palmi’s discovery layer for circles that choose to be findable. A person describes the kind of room they need, and Palmi actively searches for circles that match the shape, cadence, and social fit of that request.
It is not a public directory. It is a guided matching system for private rooms that have opted into discovery.
How it works for a person searching
A search begins with a plain-language request like “small study group” or “more private weekly check-ins.” Palmi interprets that request, understands the kind of room being asked for, and searches across eligible circles in the network.
Results include why a given circle fits, so the process feels explainable rather than opaque.
- Palmi reads what the person asked for
- It maps the purpose, audience, and constraints of that request
- It searches discoverable circles across the network
- It narrows the results based on social fit before showing matches
Why this matters
Many people want a room but do not know who to ask, which keyword to use, or whether the culture of a group will fit. The AI Circle Network helps bridge that gap without turning Palmi into a noisy marketplace.
Done well, discovery should feel like being guided into the right room, not dropped into a public feed of strangers.