Product Analytics Setup Guide

Design an analytics instrumentation plan for {{product_name}}.

Key user flows: {{key_flows}}
Business questions: {{questions}}
Current tooling: {{tools}}

**Analytics Framework:**

1. **Event Taxonomy**
   - Naming conventions
   - Property standards
   - Event categories

2. **Core Events to Track:**

   **Acquisition**
   - First visit
   - Signup started/completed
   - Source attribution

   **Activation**
   - Key activation events
   - Time to first value
   - Setup completion

   **Engagement**
   - Core feature usage
   - Session patterns
   - Feature adoption

   **Retention**
   - Return visit triggers
   - Usage frequency
   - Cohort signals

   **Revenue**
   - Conversion events
   - Upgrade triggers
   - Expansion signals

3. **User Properties**
   - Static attributes
   - Computed properties
   - Segment definitions

4. **Dashboards Required:**
   - Executive dashboard
   - Product health dashboard
   - Feature-specific dashboards

**Implementation Plan:**
- Instrumentation checklist
- QA process
- Documentation standards
- Governance model

**Privacy Considerations:**
- PII handling
- Consent management
- Data retention