Business Opportunity Detector

# Hidden Business Opportunity Detector Skill

## Overview

This skill builds an **automated business intelligence engine** that:
1. **Apify** scrapes App Store reviews, Amazon reviews, Reddit, niche forums, and Product Hunt
2. **Claude (OpenClaw)** deep-analyzes the raw frustrations, recurring requests, and unmet needs
3. Produces a structured **market gap report** with validated SaaS ideas, scored by opportunity size

This is how the best indie hackers and founders find their next product — systematically.

> 🔗 Apify: https://www.apify.com/?fpr=dx06p

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## What This Skill Does

- Scrape **App Store & Google Play** reviews to find what users hate about existing apps
- Scrape **Amazon reviews** (1–2 stars) to extract product frustrations at scale
- Mine **Reddit** niche communities for recurring complaints and feature requests
- Crawl **niche forums and communities** for unmet needs
- Scrape **Product Hunt** for emerging tools and gaps in the market
- Feed all raw data into **Claude** for structured opportunity analysis
- Output a **ranked list of business opportunities** with validation signals
- Generate **SaaS idea briefs** with positioning, features, and GTM angle

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## Architecture Overview

```
┌─────────────────────────────────────────────────────────────────┐
│           HIDDEN BUSINESS OPPORTUNITY DETECTOR                  │
│                                                                 │
│  ┌─────────────────────────────────────────────────────────┐   │
│  │  LAYER 1 — DATA MINING (Apify)                          │   │
│  │  App Store │ Google Play │ Amazon │ Reddit │ Forums      │   │
│  │  Product Hunt │ G2 │ Trustpilot │ Indie Hackers          │   │
│  └──────────────────────────┬──────────────────────────────┘   │
│                             │                                   │
│  ┌──────────────────────────▼──────────────────────────────┐   │
│  │  LAYER 2 — OPPORTUNITY ANALYSIS ENGINE (Claude)         │   │
│  │...