---
title: Lead.AI Review Sentinel
emoji: ⭐
colorFrom: yellow
colorTo: green
sdk: gradio
sdk_version: "5.29.0"
app_file: app.py
pinned: true
license: mit
---

# ⭐ Lead.AI Review Sentinel

**Catch Reputation Damage Before It Spreads**

[![Website](https://img.shields.io/badge/Website-lead--ai.us-blue)](https://www.lead-ai.us)
[![GitHub](https://img.shields.io/badge/GitHub-Lead--AI--US-black)](https://github.com/Lead-AI-US/lead-ai-review-sentinel)
[![Gumroad](https://img.shields.io/badge/Buy-Bundle%20%24149-orange)](https://arunkg7.gumroad.com)

---

## What This Does

The Lead.AI Review Sentinel reads customer reviews and delivers:

- **Sentiment Classification** — Positive, Negative, or Mixed
- **Complaint Category Detection** — Service, Quality, Delivery, Billing, Experience
- **Urgency Alert** — flags reviews that need immediate response
- **Suggested Response** — professional reply template generated automatically

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## Business Use Case

| Problem | Solution |
|---|---|
| You miss negative reviews for days | Instant alert the moment a complaint is detected |
| Inconsistent review responses | AI-suggested response in seconds |
| No visibility into complaint patterns | Weekly sentiment trend reports |
| Responding to the wrong reviews first | Urgency scoring prioritizes what matters |

**Industries:** Restaurants, retail, e-commerce, professional services, hospitality

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## Complaint Categories Detected

- **Service** — staff, response time, customer support
- **Quality** — product defects, poor materials, malfunction
- **Delivery** — shipping delays, wrong items, missing packages
- **Billing** — overcharges, refunds, unauthorized charges
- **Experience** — general dissatisfaction, misleading expectations

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## Get a Custom Deployment

> ⚠️ This demo analyzes individual reviews. Your production Lead.AI Review Sentinel monitors your reviews across Google, Yelp, and Trustpilot automatically and sends daily summary reports.

**Need this customized for your business?**

👉 **[Request a Custom Lead.AI Setup → www.lead-ai.us](https://www.lead-ai.us)**

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## Buy the Starter Kit

👉 **[Buy Lead.AI Business Automation Bundle — $149](https://arunkg7.gumroad.com)**
*(Includes Review Sentinel + Fraud Shield + Customer Predictor + Chatbot + Prompt Vault)*

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| 🌐 [www.lead-ai.us](https://www.lead-ai.us) | 💻 [GitHub](https://github.com/Lead-AI-US/lead-ai-review-sentinel) | 📧 hello@lead-ai.us |