Apify Product Matching AI is a specialized service for automatically matching products across different e-commerce sites. It helps identify equivalent or similar listings on marketplaces and online stores, even when titles, descriptions, and specs donโt line up.
How it works
It combines web scraping with machine learning to collect product data and compare it in real time. The matching logic can evaluate multiple attributes to map items between sites, including:
- Product titles and descriptions
- Prices
- Specifications and other listing attributes
Common use cases
Teams use it to support data-driven e-commerce operations, including:
- Competitor monitoring
- Assortment and catalog analysis
- Dynamic pricing and price intelligence
- Market research and marketing analytics
Scale and integration
Apify Product Matching AI scales from about 1,000 to 1,000,000+ product pairs. It integrates through Apifyโs existing data extraction tools, which can speed up implementation and reduce the cost compared with building an in-house scraping and matching pipeline.

