The AI agent answers product questions using your connected data sources. Ask in plain language — it writes queries, runs analysis, and returns results as tables, charts, and summaries directly in the conversation.
How it works
Open the chat from the sidebar or press Cmd+. on any page to open the side panel. The side panel is context-aware — if you’re looking at a funnel or an interview, the agent already knows what’s on your screen.
Ask a question, and the agent figures out which data sources to use. Follow up to refine, drill into segments, or take the analysis in a different direction. The full conversation history is preserved.
Try broad questions like “How is my product doing?” — the agent runs multiple queries and assembles a health check across your key metrics.
What the agent can do
The agent’s capabilities depend on which data sources are connected to your project. Your team’s connections are configured during onboarding.
Always available
- AI interviews — Create interview studies, analyze transcripts, synthesize themes. See Interviews for the full guide.
- Text analysis — Analyze survey responses, feedback, and support tickets for patterns.
- Visualizations — Charts, tables, metric cards, and journey graphs rendered inline.
- Ticket generation — Turn analysis findings into actionable tickets for your team.
With analytics data
When your project has BigQuery, PostHog, or Mixpanel connected:
- SQL queries — Retention cohorts, funnel analysis, conversion tracking, custom metrics.
- Predictive models — Churn prediction, activation drivers, feature importance rankings.
- Session replays — Find and watch recordings filtered by user behavior.
- Experiments — List running A/B tests, analyze statistical significance, run power calculations.
With other integrations
- GitHub — Read your codebase, implement changes, and create draft pull requests.
- App database — Query business entities directly — users, orders, subscriptions, revenue.
- Pages — Build interactive dashboards with live data that update automatically.
- File export — Package results as CSV, PDF, images, or presentations.
Using from other tools
You can also interact with the agent from external AI tools like Claude Code, Cursor, or Claude Desktop. Go to Settings > Integrations > AI Assistants for setup instructions. 
