Analyze a Conversion Funnel
Diagnose where users are dropping off in any conversion funnel and prioritize optimization opportunities.
The Prompt
Analyze the following conversion funnel. Provide: 1. Step-by-step drop-off rates and absolute drop-off volumes 2. Biggest bottleneck (where most volume is lost) 3. Comparison to industry benchmarks 4. Hypotheses for why each drop-off is occurring 5. Prioritized optimization opportunities (ICE scored: Impact, Confidence, Ease) 6. Qualitative research to validate top hypotheses 7. A/B tests to run at the top 2 bottlenecks Funnel data: [PASTE FUNNEL STEP DATA — e.g.: Step 1 - Landing page: 10,000 visits Step 2 - Signup started: 2,400 visitors (24%) Step 3 - Email verified: 1,800 (75%) Step 4 - Connected API: 360 (20%) Step 5 - First query run: 180 (50%)] Product type: [SAAS / E-COMMERCE / APP] Current focus: [WHICH STEP YOU MOST WANT TO IMPROVE]
Example Output
Biggest bottleneck is Step 4 (signup → API connection, 20%) — losing 1,440 users per cohort. Hypothesis: users don't understand how to find/create an API key in OpenAI console. Recommended interventions: in-app walkthrough video, copy change from 'Connect API' to 'Add your first model (takes 2 min)', and an activation email at 24h if Step 4 not completed.
FAQ
Which AI model is best for Analyze a Conversion Funnel?
Claude Sonnet 4 — strong at structured funnel diagnosis.
How do I use the Analyze a Conversion Funnel prompt?
Copy the prompt, replace the [BRACKETED] placeholders with your specific information, and paste into your preferred AI assistant (ChatGPT, Claude, Gemini, etc.). Biggest bottleneck is Step 4 (signup → API connection, 20%) — losing 1,440 users per cohort. Hypothesis: users don't understand how to find/create an API key in OpenAI console. Recommended interventions: in-app walkthrough video, copy change from 'Connect API' to 'Add your first model (takes 2 min)', and an activation email at 24h if Step 4 not completed.
Model Recommendation
Claude Sonnet 4 — strong at structured funnel diagnosis.