Growth Experiment Ideation

Generate growth experiment ideas for {{growth_metric}} in {{product_name}}.

Current state: {{current_state}}
Target improvement: {{target}}
Constraints: {{constraints}}

**Experiment Generation Framework:**

**1. Funnel Analysis**
- Current funnel stages and conversion rates
- Biggest drop-off points
- Benchmark comparisons

**2. Experiment Categories**

*Acquisition Experiments*
- Channel optimization
- Referral mechanisms
- Viral loops

*Activation Experiments*
- Onboarding optimization
- First value delivery
- Setup friction reduction

*Retention Experiments*
- Engagement hooks
- Re-engagement triggers
- Value reinforcement

*Revenue Experiments*
- Pricing optimization
- Upgrade prompts
- Feature gating

**3. Prioritized Experiments**

For each experiment:
- Hypothesis
- Expected impact
- Effort required
- Risk level
- ICE score (Impact x Confidence x Ease)

**4. Experiment Design**

For top 3 experiments:
- Detailed hypothesis
- Success metrics
- Test design
- Sample size needed
- Duration estimate

**5. Learning Agenda**
- What we want to learn
- Sequence of experiments
- Dependencies between tests

**6. Quick Wins**
- Low-effort experiments to run first
- Immediate actions