Validation Complete
Checkout Flow Analysis
72
High Conviction
This problem is corroborated by three independent data sources. The revenue impact is significant enough to warrant immediate prioritization.
Risk Assessment
Implementation Risk Medium
Assumed Impact High
Market Urgency Urgent
Evidence Breakdown
Source Quality
88% Verified behavioral data
User Sentiment
64% Qualitative frustration index
Data Freshness
92% Average age: 4.2 days
AI Recommendations
- Increase n-size: Import more Hotjar sessions to confirm if the drop-off is specific to iOS or Android browsers.
- Quantify Delay: Calculate average time-to-completion for successful checkouts vs. drop-offs.
- Validate Solution: The current evidence suggests "Field Reduction" as the primary solution. Run a 10% A/B test.