❌ Without Patterns

📊 Survey Analysis Summary

Total Responses: 234
Average Score: 7.2/10
Completion Rate: 68%

💡 "Users want better documentation"
💡 "Enterprise users seem less satisfied"
💡 "Onboarding could be improved"

👆 Hover to see what you're missing

✅ What Patterns Finds

Hidden Insights That Drive Action

🚨 Critical Finding - 87% churn risk Python SDK users who skip your tutorial have 87% churn in week 1 vs 23% baseline.
🎯 Growth Unlock - 5x conversion Developers who mention "TypeScript" convert at 5x the rate but only 12% know you support it.
💰 Revenue Pattern - +40% NPS Mobile devs rate you 40% higher after seeing live examples, leading to 3x higher LTV.