Python CLI Open Source

ShopExtract

Extract, compare, and monitor product data from any e-commerce store. Works across Shopify, WooCommerce, Magento, BigCommerce, and custom stores with LLM-powered extraction.

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Overview

What is ShopExtract?

ShopExtract is a Python CLI tool that extracts structured product data from any e-commerce store. It uses LLM-powered parsing to handle diverse store layouts and platforms without requiring platform-specific scrapers.

Core capabilities:

  • Universal extraction - Works with any e-commerce platform or custom store
  • AI-powered parsing - LLM integration for intelligent data extraction from unstructured pages
  • Comparison engine - Normalize and compare products across different stores
  • Change monitoring - Track price, stock, and content changes over time

Features

6 capabilities

Universal Extraction

Extract product data from any e-commerce store regardless of platform or technology stack.

LLM-Powered Parsing

Uses large language models to intelligently extract structured data from unstructured product pages.

Product Comparison

Compare products across different stores with normalized data fields and pricing analysis.

Data Monitoring

Track product changes over time including price updates, stock status, and description modifications.

Structured Output

Export extracted data in JSON, CSV, or other structured formats for downstream processing.

Batch Processing

Process multiple product URLs or entire store catalogs in a single run.

Use Cases

Common workflows
Price Monitoring

Track competitor pricing and get alerts on price changes across stores

Catalog Migration

Extract full product catalogs for platform migration projects

Market Research

Gather product data for competitive analysis and market intelligence

Data Enrichment

Supplement existing product databases with additional attributes and metadata

Platforms

Supported stores

ShopExtract works with major e-commerce platforms and custom-built stores:

Shopify WooCommerce Magento BigCommerce Custom Stores

Tech Stack

Built with
Python LLM Integration BeautifulSoup Requests Click Pydantic

Get Started

Try ShopExtract

Start extracting product data from any e-commerce store. Install via pip and run your first extraction in minutes.

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ShopExtract - E-Commerce Product Data Extraction Tool

ShopExtract is a Python CLI tool that extracts, compares, and monitors product data from any e-commerce store. It supports Shopify, WooCommerce, Magento, BigCommerce, and custom stores using LLM-powered extraction for intelligent data parsing. Use cases include price monitoring, catalog migration, market research, and data enrichment.

Key Features

  • Universal product data extraction from any e-commerce platform
  • LLM-powered intelligent parsing of unstructured product pages
  • Cross-store product comparison with normalized data fields
  • Change monitoring for prices, stock status, and descriptions
  • Structured output in JSON and CSV formats
  • Batch processing for entire store catalogs

Technical Stack

Built with Python, using LLM integration for intelligent extraction, BeautifulSoup for HTML parsing, and Pydantic for data validation. Available as a CLI tool via pip.

Developer Tools Cross-platform