Business Matchmaking Agent
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.