https://github.com/fredcodee/ai-customer-retention-tool
Analyze user behavior to predict churn and recommend personalized retention strategies
https://github.com/fredcodee/ai-customer-retention-tool
Last synced: 11 months ago
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Analyze user behavior to predict churn and recommend personalized retention strategies
- Host: GitHub
- URL: https://github.com/fredcodee/ai-customer-retention-tool
- Owner: fredcodee
- Created: 2025-01-01T06:36:47.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2025-01-04T08:35:50.000Z (about 1 year ago)
- Last Synced: 2025-01-04T09:48:07.907Z (about 1 year ago)
- Language: Python
- Size: 132 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: readme.md
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README
# AI Customer Retention Tool:
Analyze user behavior to predict churn and recommend personalized retention strategies
### Key Features
- Behavior Tracking:
Log user events Login frequency, Active days, Billing consistency etc.
- Churn Prediction Model:
Train an ML model using historical data to predict the likelihood of churn based on user behavior patterns.
- Personalized Retention Strategies:
Use AI to recommend tailored strategies such as discounts, personalized emails, or exclusive content.
- Dashboard for Insights:
Create a real-time dashboard displaying metrics like churn scores, retention strategies, and user segmentation.