Amazon Product Research
Find profitable products, analyze markets, and track competitors - all using natural language. No more complex tools or spreadsheets.
What You Can Achieve
🚀 For E-commerce Owners
- Discover winning products - Find high-demand, low-competition items before your competitors
- Validate product ideas - Check market potential before investing in inventory
- Optimize pricing - Understand price ranges and positioning in your niche
- Reduce risk - Make data-backed decisions instead of guessing
📈 For E-commerce Operators
- Save hours of research - Get market insights in seconds, not days
- Track competitors - Monitor competitor products, pricing, and strategies
- Find new opportunities - Discover trending products and underserved niches
- Scale efficiently - Research multiple products simultaneously
🎯 Real Results You Can Get
| What You Want | What You Get |
|---|---|
| "Find wireless headphones under $30" | List of products with prices, ratings, sales estimates |
| "Analyze market for kitchen gadgets" | Market size, competition level, price distribution |
| "Show me details for ASIN B08N5WRWNW" | Full product info: price, BSR, reviews, images |
| "Search by brand Anker" | All Anker products with performance metrics |
How It Works
1. Setup (30 seconds, Fully Automated)
Option 1: Let the agent handle everything
You: My APIClaw key is sk-xxxxxxxx
Agent: [Automatically saves key & installs dependencies]
Agent: ✅ Ready! Your product research assistant is now active.
Option 2: Use command line
python scripts/apiclaw_nl.py --setup YOUR_API_KEY
The setup automatically:
- ✅ Creates
.envfile with your API key - ✅ Sets secure file permissions (600)
- ✅ Confirms successful configuration
Don't have a key? Get one at https://APIClaw.io
2. Research (Natural Language)
Simply describe what you need:
- "Find bluetooth speakers with 4+ stars under $50"
- "Analyze market for wireless earbuds"
- "Show top 20 products in electronics by sales"
3. Get Results (Instant)
Receive actionable data:
- Product lists with prices, ratings, sales estimates
- Market analysis with competition levels
- Competitor product details
Example Use Cases
Finding Profitable Products
You: Find products under $40 in home & kitchen with 4.5+ stars
Result:
- Product A: $32.99, 4.6★, 2,300 sales/month
- Product B: $28.50, 4.7★, 1,800 sales/month
- Product C: $35.00, 4.5★, 3,100 sales/month
Market Analysis
You: How competitive is the wireless headphones market?
Result:
- Market size: $2.3B annually
- Average price: $45-120
- Competition: High (500+ active sellers)
- Opportunity: Mid-range segment ($60-80) less saturated
Competitor Tracking
You: Show me Sony's top products in electronics
Result:
- Sony WH-1000XM5: $348, BSR #42, 12K reviews
- Sony WF-1000XM4: $278, BSR #156, 8.5K reviews
- ...
What Makes This Different
✅ No Learning Curve
- No complex dashboards or filters
- No spreadsheet formulas
- Just natural language questions
✅ Instant Results
- Get answers in seconds
- No waiting for reports
- Real-time market data
✅ Actionable Insights
- Not just raw data - get clear recommendations
- Price ranges, competition levels, opportunity scores
- Ready-to-use for sourcing decisions
✅ Scalable Research
- Research one product or one hundred
- Compare multiple niches quickly
- Track competitors automatically
Supported Queries
Product Discovery
| Goal | Query |
|---|---|
| Find by price | "find wireless headphones under $30" |
| Find by rating | "search for products with 4.5+ stars" |
| Find by category | "find products in home & kitchen" |
| Top performers | "top 20 products by monthly sales" |
| Sort results | "find products sort by revenue" |
Market Intelligence
| Goal | Query |
|---|---|
| Market size | "analyze market for wireless earbuds" |
| Competition level | "how competitive is headphones market" |
| Category trends | "show market data for electronics" |
Competitor Research
| Goal | Query |
|---|---|
| Brand analysis | "search by brand Anker" |
| Product details | "show me details for ASIN B08N5WRWNW" |
| ASIN lookup | "get realtime data for B08N5WRWNW" |
Category Exploration
| Goal | Query |
|---|---|
| Browse categories | "list all categories" |
| Find subcategories | "show subcategories of Electronics" |
Data You Get
For Each Product
- ✅ Product title and images
- ✅ Current price and price history
- ✅ Star rating and review count
- ✅ Best Seller Rank (BSR)
- ✅ Monthly sales estimates
- ✅ Category and subcategory
- ✅ Brand information
- ✅ Product features and description
For Each Market
- ✅ Market size and growth
- ✅ Average prices and price ranges
- ✅ Competition level
- ✅ Top performing products
- ✅ New product trends
- ✅ Sales velocity metrics
Security & Privacy
Automated Setup
When you provide your API key:
- Auto-saved to local
.envfile (never committed to git) - Auto-installed required dependencies
- Confirmed with success message
- Never displayed in chat logs
Your Data
- Product queries processed securely
- No data stored except your API key
- No tracking or analytics
- HTTPS-only API connections
Need More Credits?
If you see "You've used all your tokens": 👉 Top up at https://APIClaw.io
Support
- API Issues: https://APIClaw.io
- Skill Questions: Check documentation or submit issue on GitHub
License
MIT