File size: 2,493 Bytes
3b9c385 c542c7b 3b9c385 55fca29 3b9c385 c542c7b 3b9c385 c542c7b c1e5ce5 c542c7b c1e5ce5 c542c7b | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 | ---
title: Lead.AI Customer Predictor
emoji: 🎯
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: "5.29.0"
app_file: app.py
pinned: true
license: mit
---
# 🎯 Lead.AI Customer Predictor
**Know Which Customers Are About to Leave — Before They Do**
[](https://www.lead-ai.us)
[](https://github.com/Lead-AI-US/lead-ai-customer-predictor)
[](https://arunkg7.gumroad.com)
---
## What This Does
The Lead.AI Customer Predictor analyzes customer behavior data and produces:
- **Churn Probability** — how likely this customer is to stop buying
- **Purchase Likelihood** — how likely this customer is to buy again soon
- **Customer Segment** — actionable label (High-Value, At-Risk, Stable, etc.)
- **Recommended Action** — what to do right now, in plain English
---
## Business Use Case
| Problem | Solution |
|---|---|
| You don't know who's about to leave | Churn score identifies at-risk customers weekly |
| Generic email blasts to everyone | Segmentation targets the right message to the right customer |
| Reactive customer service | Proactive outreach before the customer cancels |
| No data on purchase intent | Purchase likelihood score guides sales timing |
**Industries:** Subscription services, e-commerce, professional services, SaaS
---
## Customer Segments
| Segment | Meaning | Action |
|---|---|---|
| 🌟 High-Value Active | Low churn, high purchase intent | Upsell now |
| ✅ Stable Retained | Low churn, not currently buying | Nurture content |
| ⚡ At-Risk, Still Buying | Buying but about to leave | Send retention offer |
| 🚨 High Churn Risk | Disengaging, not buying | Personal win-back message |
---
## Get a Custom Deployment
> ⚠️ This demo runs on synthetic data. Your production system will be trained on your actual customer database.
**Need this customized for your business?**
👉 **[Request a Custom Lead.AI Setup → www.lead-ai.us](https://www.lead-ai.us)**
---
## Buy the Starter Kit
👉 **[Buy Lead.AI Business Automation Bundle — $149](https://arunkg7.gumroad.com)**
*(Includes Customer Predictor + Fraud Shield + Review Sentinel + Chatbot + Prompt Vault)*
---
| 🌐 [www.lead-ai.us](https://www.lead-ai.us) | 💻 [GitHub](https://github.com/Lead-AI-US/lead-ai-customer-predictor) | 📧 hello@lead-ai.us |
|