Simple matching model
Recommended Matches
For the static MVP, match scores are example content. Later, these can be calculated from shared interests, prompt style, and goals.
40%
Shared interests
Role, team, workflow, and business area overlap.
40%
Prompt style
Coach, technical copilot, writing editor, brainstorm partner, analyst.
20%
Activity/goals
Availability, desired outcome, recent prompt use, and learning goals.
| New user | Best buddy | Why | Score | Status |
|---|---|---|---|---|
| Ops newcomer | Avery M. | Incident summaries + action planning | 94% | Recommended |
| Engineer | Jordan R. | Logs, runbooks, technical copilot | 89% | Recommended |
| Account manager | Sam K. | Sales prep + follow-up workflows | 86% | Recommended |
| Finance analyst | Priya L. | Variance explanation + summaries | 82% | Recommended |