From catalog upload to competitive clarity — in under a day.
A sophisticated, automated pipeline designed to give industrial growing businesses an unfair advantage in competitive markets.
Upload Your Catalog
Drop in a CSV with your SKUs, MPNs, and sell prices. Our system handles millions of rows without breaking a sweat.
Tell Us Your Competitors
Provide competitor URLs — any distributor, retailer, or merchant site. We handle the web-scale extraction architecture.
We Build the Competitive Database
Our AI maps your products to each competitor's catalog. You validate the mappings before they go live with granular confidence scores.
Run Your First Report
One click scrapes fresh pricing from every configured competitor. Results appear in minutes, not days or weeks.
Price With Precision
See per-SKU competitive position: above, at, or below market — with source links and confidence scores.
Technical Architecture
Shopify JSON + BrightData + Firecrawl extraction
Multilayered scraping stack matched to each competitor's tech stack, with anti-bot handling built in.
MPN normalization across brand prefix patterns
Heuristic matching that understands SKU variations, prefixes, and unit of measure differences across any catalog.
5-dimension confidence scoring with anomaly detection
Automatic flagging of pricing anomalies and statistical outliers to prevent strategy errors.