Sentiment is mixed this period.
Sentiment is down 632% — billing & payments is the largest negative driver.
What to do: Resolve billing auto-renewal complaints within 30 days — highest volume driver, highest negative sentiment
Sentiment is mixed this period.
Sentiment is mixed — billing & payments is the largest negative driver.
What to do: Resolve billing auto-renewal complaints within 30 days — highest volume driver, highest negative sentiment
Analysis Summary
Mixed
billing & payments dragging the average
Avg Sentiment across all topics (−1 to +1)
Analysis Report
This report analyzed 1487 conversations from your uploaded files, using the gemini-3.1-flash-lite-preview and gemini-2.5-pro models.
Sentiment AnalysisNeutral
Current analysis sentiment score and topic distribution. Shows how individual topics within this analysis session are performing.
Topic Sentiment Distribution
Key Insights
Top Sentiment Topics
Priority Actions
Sentiment Trend
Priority Actions
These high-impact actions should be implemented first for maximum results.
Action Items
Resolve billing auto-renewal complaints within 30 days — highest volume driver, highest negative sentiment
Resolve billing auto-renewal complaints within 30 days — highest volume driver, highest negative sentiment
Ship onboarding wizard with sample CSV by end of quarter — reduces support load ~25%
Ship onboarding wizard with sample CSV by end of quarter — reduces support load ~25%
Deploy analysis progress tracker — removes the single worst UX moment in the product
Deploy analysis progress tracker — removes the single worst UX moment in the product
Sentiment Improvements
Actions to improve customer satisfaction and sentiment scores.
Action Items
Fix auto-renewal communication — add clear pre-charge warnings 14 days before billing
Fix auto-renewal communication — add clear pre-charge warnings 14 days before billing
Replace the generic spinner with a 5-stage progress tracker for all long-running jobs
Replace the generic spinner with a 5-stage progress tracker for all long-running jobs
Add a downloadable sample CSV to remove the most common onboarding blocker
Add a downloadable sample CSV to remove the most common onboarding blocker
Sales Opportunities
Actions to boost sales potential and conversion rates.
Action Items
Build agent-level benchmarking view — unlocks team lead use case and drives enterprise upsell
Build agent-level benchmarking view — unlocks team lead use case and drives enterprise upsell
Add scheduled PDF export for QBR presentations — highest-requested feature in enterprise segment
Add scheduled PDF export for QBR presentations — highest-requested feature in enterprise segment
Introduce role-based access control — current blocker for company-wide rollouts
Introduce role-based access control — current blocker for company-wide rollouts
Detailed Topic Breakdown
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