AI-powered cohort matchmaking • review-first workflow
Business Matchmaking Agent
Import cohort responses, generate cross-participant matches across partnerships, client leads, peer learning, expert advice, and investor-style connections, then approve the best matches before drafting emails.
1) Add or edit participant
All data stays in your browser via localStorage.
Best format for Needs, Offers, and Ideal Connections: comma-separated phrases such as
partnerships, B2B clients, AI implementation advice.
2) Matchmaking controls
0Participants
0Unique pairs scored
0Approved matches
0People with draft-ready emails
This MVP uses a local scoring model based on complementarity, role fit, stage alignment, sector overlap, and intro usefulness.
Later, you can connect it to a backend or [n8n](https://bit.ly/n8n_io) for AI scoring and automatic sending.
3) Review queue
Approve or reject each suggested connection.
Participants
Email drafts
Build draft from approved matches only.
No email draft yet.