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Hundreds of people, hundreds of talks โ and not a minute to work out who and what is worth it. Circli's AI cuts it down to a short, personal list: who to meet and which talk not to miss, always with the reason why. All inside WhatsApp.
Powered by Claude (Anthropic)
With hundreds of attendees, nobody scrolls a whole directory. The connection that would have made your month stays buried among strangers โ and luck decides who you meet.
Suggested for you โ with the reason.
The AI reads what each person is looking for and offering, and puts in front of every attendee the few people who are actually worth their time. Not chance โ deliberate.
Every suggestion comes with a clear reason โ why it makes sense for you two to meet. No black box.
The same engine works at your events and inside your Networks: introductions between members who should be talking.
Recommendations are just that โ recommendations. A connection only happens when both people say yes.

Nobody reads 400 descriptions. You pick in a rush, miss the talk that mattered, and decision fatigue wins before lunch. The best session of the event was on page 7 of the grid.
Start at 10:00 with "Product-led growth in LatAm" โ right on your interest in Growth. At 14:30 don't miss "How to scale your product without losing focus," the closest fit for you. Wrap up at 16:00 with "Pricing that converts" to round out the day.
UpdateTODAY ยท AGENDA
Your best talk
Matches your interest in Product and Growth โ the speaker also covers scaling cases in LatAm.
Your day, planned.
The AI tags every talk โ even by reading the slide-deck PDF โ matches it against your interests, and builds a short path. And it tells you your next talk, in real time.
Every recommendation explains why it fits you โ your interest in a topic, what the speaker covers.
As the event unfolds, the AI flags the best upcoming talk based on your interests.
From hundreds of sessions to a three-step plan โ without opening a PDF or downloading an app.
The AI writes you a day plan in plain language: which talks to see, in what order, and why.
Not a generic ChatGPT bolted on the side: matchmaking and agenda built for events and communities, on Claude's AI (Anthropic).
No app, no passwords, no endless profile to build. Identity is WhatsApp: the AI works from minute one.
It isn't sold or used to train public models. We don't store prompt text โ only usage metrics.
The AI proposes; people decide. No connection or talk is ever forced on you.
Powered by Claude (Anthropic)
Add Circli's AI to your next event or community.