You
Where do new teams drop off in activation?
Assistant
Subagents
1 / 1
Activation funnel for September sign-ups (1,920 teams):
- Created a first chat: 74%
- Connected an integration: 41%
- Ran a scheduled workflow: 18%
The biggest drop is between chat and integration. A subagent compared session recordings and found that 60% of drop-offs never opened the integrations page.
You
Break the integration step down by team size.
Assistant
| Team size | Teams | Connected an integration |
|---|---|---|
| 1-5 | 1,104 | 33% |
| 6-20 | 612 | 49% |
| 21+ | 204 | 61% |
Small teams drop the most.
You
Why would small teams skip integrations?
Assistant
The session review points to two causes:
- The integrations page is only reachable from Settings, which solo users rarely open.
- The first integration asks for admin approval, and solo users are not sure they have it.
You
Propose a fix we could test in two weeks.
Assistant
Add an "Connect your tools" card to the empty state after the first chat.
- Variant A: card with the three most popular integrations.
- Variant B: same card plus a one-click Slack connect.
- Metric: integration connect rate within 3 days, target 41% to 50%.
You
Open a ticket for that experiment.
Assistant
Created PRD-121 for the "Connect your tools" experiment with both variants and the 50% target.