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Real Output
Complete Analysis

8 Intelligence Reports in Every Analysis

Each report contains 10-50+ specific insights. These are 6 examples—here's what every report includes:

🚨 Critical Pain Points
"Overwhelming, aggressive, and unskippable ads that completely block app usage and lead to immediate uninstallation."
HIGH SEVERITY
📊 Top Discussed Topics
Excessive/Intrusive Advertisements
19 mentions • Trending upward • Directly causing churn
🎯 Feature Suggestions
Implement a clear 'No-Ads' premium subscription tier with transparent pricing and benefits
Impact: High • Effort: Medium
PRIORITY: HIGH
💡 Growth Opportunities
Redesign monetization strategy
Offer ad-free premium tier or significantly reduce ad intrusion. Focus on value-driven engagement rather than aggressive monetization.
⚠️ Strategic Risks
Massive user churn due to unsustainable user experience
Evidence: Sentiment score -0.26, Satisfaction 2.0/10. Users describing app as "useless" and "fake".
✅ Victories & Strengths
AI provides helpful, accurate, and educative answers
Mentioned 10 times • Core value proposition is working well for general questions and research.
-0.26
Overall Sentiment Score
2.0/10
User Satisfaction
73%
At Churn Risk
8
Actionable Insights
What You Just Saw
6
Sample insights for preview
What You Actually Get
50-100+
Detailed insights per analysis

Plus sentiment tracking, trend analysis, and priority rankings for every insight

See The Product

Real Dashboard Preview

Quick look at the actual interface

Dashboard
Complete feedback analysis dashboard

Full Analysis Dashboard

All 8 reports in one organized view

Topic View
Topic clustering and analysis

AI Topic Clustering

Automatic theme grouping with trends

Complete Analysis

8 Intelligence Reports in Every Analysis

🚨

Critical Pain Points

Identifies the most severe user frustrations ranked by impact and urgency. See exactly what's causing users to leave.

📊

Top Discussed Topics

AI clusters thousands of comments into themes. Understand what users talk about most, with mention counts and trends.

💡

Growth Opportunities

Discover untapped market opportunities and feature gaps your competitors haven't addressed yet.

🎯

Feature Suggestions

Actionable feature recommendations with impact/effort scoring and clear priority levels based on user demand.

😊

Sentiment Analysis

Overall sentiment scoring, satisfaction metrics, and emotional tone analysis across your entire feedback dataset.

📈

North Star Metrics

Key performance indicators derived from user feedback to guide your product strategy and measure success.

🏢

Competitor Intelligence

See how users compare you to competitors. Identify differentiation opportunities and competitive threats.

⚠️

Strategic Risks

Early warning system for business-threatening issues. Spot churn patterns and product-market fit problems before they escalate.

95%
Faster insight discovery
40hrs→2min
Analysis time saved
3x
More insights found
100k+
Reviews analyzed daily

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