Product Analytics
Give Claude insight into user behavior. AI tracks events, analyzes funnels, and identifies patterns that drive growth.
Before
You
Where are users dropping off in our onboarding flow?
I can't see user behavior data—no access to analytics events, funnels, or user journeys.
Could you export data from Mixpanel or Amplitude and share it?
After
You
Where are users dropping off in our onboarding flow?
Using echo.analyze_funnel
echo.analyze_funnel("onboarding")
Funnel Analysis
Signup → 100%
Email verified → 72%
Profile setup → 31% ← Major drop
First action → 28%
Bottleneck found: 41% drop at profile setup. Users abandon when asked for company details. Consider making it optional.
Available via MCP (Model Context Protocol)
echo.analyze_funnel(name)
"Where do users drop off?"
echo.get_event_count(event)
"How many signups today?"
echo.user_journey(user_id)
"Show this user's path"
echo.retention_cohort(period)
"What's our week 1 retention?"
We're building Echo as part of Phase 2. Follow along to get early access.