churn-lost-deal-analysis
OfficialConvert churn data into product insights
Product & Management#report generation#crm#product insights#theme clustering#churn analysis#lost deals#arr impact
Authoramplitude
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Customer churn and lost deal information is scattered across CRM fields, call notes, and tags, making it hard to surface actionable product signals for roadmap planning.
Core Features & Use Cases
- Data Extraction: Pull lost deal and churned account records from your CRM, including ARR, loss reasons, notes, and tags.
- Reason Clustering: Group loss reasons into themes with occurrence counts and ARR impact.
- Prioritized Recommendations: Rank top themes by ARR risk and generate concrete product improvement suggestions in a markdown report.
- Use Case: Before a quarterly planning session, run the skill to create a ChurnAnalysis report that highlights the most costly reasons customers leave and informs retention priorities.
Quick Start
Generate a churn analysis report for the past month using the CRM data and save it to the designated output folder.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: churn-lost-deal-analysis Download link: https://github.com/amplitude/builder-skills/archive/main.zip#churn-lost-deal-analysis Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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