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README.md
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---
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title: Lead
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sdk: gradio
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sdk_version:
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python_version: '3.13'
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app_file: app.py
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pinned:
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---
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title: Lead.AI Customer Predictor
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emoji: 🎯
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colorFrom: blue
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colorTo: indigo
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sdk: gradio
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sdk_version: "4.0.0"
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app_file: app.py
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pinned: true
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license: mit
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---
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# 🎯 Lead.AI Customer Predictor
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**Know Which Customers Are About to Leave — Before They Do**
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[](https://www.lead-ai.us)
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[](https://github.com/Lead-AI-US/lead-ai-customer-predictor)
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[](https://www.lead-ai.us)
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---
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## What This Does
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The Lead.AI Customer Predictor analyzes customer behavior data and produces:
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- **Churn Probability** — how likely this customer is to stop buying
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- **Purchase Likelihood** — how likely this customer is to buy again soon
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- **Customer Segment** — actionable label (High-Value, At-Risk, Stable, etc.)
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- **Recommended Action** — what to do right now, in plain English
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---
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## Business Use Case
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| Problem | Solution |
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|---|---|
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| You don't know who's about to leave | Churn score identifies at-risk customers weekly |
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| Generic email blasts to everyone | Segmentation targets the right message to the right customer |
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| Reactive customer service | Proactive outreach before the customer cancels |
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| No data on purchase intent | Purchase likelihood score guides sales timing |
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**Industries:** Subscription services, e-commerce, professional services, SaaS
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---
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## Customer Segments
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| Segment | Meaning | Action |
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|---|---|---|
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| 🌟 High-Value Active | Low churn, high purchase intent | Upsell now |
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| ✅ Stable Retained | Low churn, not currently buying | Nurture content |
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| ⚡ At-Risk, Still Buying | Buying but about to leave | Send retention offer |
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| 🚨 High Churn Risk | Disengaging, not buying | Personal win-back message |
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---
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## Get a Custom Deployment
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> ⚠️ This demo runs on synthetic data. Your production system will be trained on your actual customer database.
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**Need this customized for your business?**
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👉 **[Request a Custom Lead.AI Setup → www.lead-ai.us](https://www.lead-ai.us)**
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---
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## Buy the Starter Kit
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👉 **[Buy Lead.AI Customer Predictor Kit — $79](https://www.lead-ai.us)**
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---
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| 🌐 [www.lead-ai.us](https://www.lead-ai.us) | 💻 [GitHub](https://github.com/Lead-AI-US/lead-ai-customer-predictor) | 📧 hello@lead-ai.us |
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