The 4 E's Pipeline
From raw data to product intelligence to market insight.
Extract
What's in the source
AI-generated crawlers compiled to Rust, plus catalog imports. Reliable, structured product data as Captures.
Learn moreEnrich
What the product actually is
Classified, translated, normalized to a universal taxonomy. Attributes and market signals extracted.
Learn moreExtend
Same product, different sellers
Matched across sellers into registry Variants. Alternate listings, alternatives, complements.
Learn moreExplore
Answers you can trust
Query enriched, matched product intelligence. From individual lookups to market-wide analytics.
Learn moreEach step resolves a layer of uncertainty.
Extract starts from web crawls or catalog imports. Both produce Captures, and the result is analytics-ready product intelligence you can query with any tool.
Pay to build. Explore for free.
You pay for Extract and Enrich, the stages that build your data foundation. Extend and Explore are free, letting you query and analyze without limits.