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Click on any metric to drill down into the data. This sample shows real patterns from a developer community.
AI-discovered patterns from all your feedback channels
Analysis of 1,234 Python developers shows a significant churn spike specifically for those who skip the quickstart guide. Windows users are 3x more affected than Mac/Linux users.
TypeScript users show dramatically higher engagement: more GitHub stars, more community contributions, and higher NPS scores (72 vs 41).
Developers consistently struggle with OAuth implementation, specifically the refresh token flow. Average time to successful auth: 4.2 hours.
This pattern shows a critical issue affecting Python developers on Windows. Click to see recommended actions.
Visual flow of developer progression from discovery to advocacy
Every insight comes with specific, prioritized actions and estimated business impact.
Generate and schedule automated reports for your team and stakeholders
High-level overview of developer metrics, key insights, and ROI impact for leadership
Top patterns discovered, developer sentiment changes, and urgent action items
Comprehensive analysis of developer behavior, correlations, and recommendations
| Report Name | Type | Generated | Status | Recipients |
|---|---|---|---|---|
|
📊 Q1 2025 Executive Summary
|
📈 Executive | 2 hours ago |
Completed
|
Leadership Team (5) |
|
💡 Weekly Developer Insights - Week 3
|
📅 Weekly | Yesterday |
Completed
|
DevRel Team (8) |
|
🚨 Churn Risk Analysis - Python SDK Users
|
⚠️ Alert | Generating... |
In Progress
|
Product Team (4) |
One-click reports that show business impact and ROI. Perfect for board meetings and stakeholder updates.
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Everything you can explore in our interactive demo
Explore a live dashboard with sample data from a 5,000 developer community, showing real patterns and insights.
See how our AI finds hidden correlations like "Python SDK users churn 3x more on Windows".
Get specific recommendations with business impact estimates and implementation timelines.
Generate board-ready reports that show DevRel's impact on business metrics and ROI.
See how we connect GitHub, Slack, surveys, and support tickets into one unified view.
Visualize the complete developer experience from discovery to advocacy with drop-off analysis.
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