Find Untapped Product Opportunities
AI-powered gap analysis across 33 Amazon categories. Discover products that customers want but can't find.
How It Works
1
Recommendation Engine
Matrix factorization trained on millions of real product reviews identifies what customers want to buy next.
2
Gap Detection
Products that are highly recommended but rarely purchased represent untapped market opportunities.
3
AI Clustering
Products are grouped into AI-named categories using latent factor analysis, revealing hidden market segments.
Sample Results
Here's a taste of what you get. Full reports include hundreds of products with sortable rankings.
Gift Cards
12,563 reviews · 604 products
| Product | Opportunity |
|---|---|
| Amazon.com Gift Card in a Yellow Swirl Box | 95.9% |
| Amazon.com Gift Card in a Polka Dot Reveal (Classi... | 94.73% |
| Amazon.com Gift Card in a Gift Bag | 93.24% |
| + hundreds more... | |
Pricing
One-time purchase per category. No subscriptions.
Basic
$4.99
per category
- Top 50 gap-ranked products
- AI-named product clusters
- Category overview stats
- Interactive filters
Best Value
Pro
$12.99
per category
- Full gap-ranked product list
- AI-named product clusters
- t-SNE cluster visualization
- CSV data export
- Category overview stats