Concepts

The 4 E's Pipeline

Extralt's vision is a complete product intelligence pipeline built in four stages. Each stage adds a layer of value on top of the previous one.

Extract (available now)

Get raw data from any ecommerce site.

Extract is the foundation. You point Extralt at a site, it builds an AI-generated crawler, and you get structured product data: titles, brands, descriptions, images, variants, pricing, and identifiers.

Extract alone is a powerful ecommerce data extraction platform. It handles the hardest part of competitive intelligence: getting reliable, structured data from the open web.

Enrich (coming soon)

Normalize, classify, and match products.

Raw extraction gives you data in the source language with varying formats. Enrich will:

  • Translate product data to English
  • Classify products using an industry-standard taxonomy
  • Match captures to canonical products across sources
  • Generate similarity data for product matching

Extract + Enrich unlocks the full product intelligence pipeline: you go from raw website data to structured, comparable product records.

Extend (planned)

Build relationships between products.

Extend will connect products across sources:

  • Merge color and style variants into single products
  • Identify complementary products
  • Map alternatives across retailers

This creates a product graph -- not just individual records, but a connected view of the market.

Explore (planned)

Search, compare, and analyze.

Explore will let you query the product graph:

  • Search across all extracted and enriched products
  • Compare pricing across retailers and regions
  • Analyze market trends and competitive positioning

The core principle

You pay to build (Extract + Enrich). You explore for free (Extend + Explore).

Extract and Enrich involve per-URL processing. Extend and Explore operate on the data you've already built, at no additional cost.

Extract is available today and works great on its own. The remaining stages are on the roadmap. You don't need to wait for the full pipeline to get value from Extralt.

What's next