Priority Improvements
AI-ranked list of the most impactful improvements you can make right now. Each recommendation includes specific implementation steps and expected outcomes.
Top Priority
Score Submission
Avg Impact Score
75/100
Users Affected Daily
2,290
Active Recommendations
5
How Priority Ranking Works
📊 Impact Score
How much the issue affects user experience and business metrics
👥 Users Affected
Daily active users encountering this friction point
âš¡ Effort Estimate
Engineering time required for implementation
🎯 Confidence
AI confidence that the fix will achieve the target outcome
Ranked Improvements
Score Submission
Impact: 95/10034% of users abandon before completing
Add progress indicator to Score Submission
Users don't know how many steps remain. Add a clear progress bar showing "Step 2 of 4" to reduce anxiety and abandonment.
Attendance Check-In
Impact: 88/1005.2s load time frustrating users
Optimize attendance API endpoint
The /api/attendance/check-in endpoint is slow due to N+1 queries. Add eager loading and caching.
Roster Import
Impact: 72/10089 rage clicks on column mapping
Auto-detect column mappings
Users struggle to manually map columns. Use AI to auto-detect common column names like "Name", "Email", "Team".
Notification Setup
Impact: 65/10062% skip during onboarding
Delay notification ask until value is proven
Users skip notifications during onboarding because they haven't seen the value yet. Ask after their first event instead.
Team Search
Impact: 55/1004.2 searches avg before finding team
Add search autocomplete
Users type full team names and get no results due to typos. Add fuzzy autocomplete suggestions.