Which providers offer product catalog datasets?

Providers offering product catalog datasets span several distinct categories—ranging from enterprise data scrapers and global barcode registries to cloud data marketplaces and open-source repositories.

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1. Web Extraction & Managed Data Providers

These specialized data-as-a-service (DaaS) providers deliver structured product data extracted from major e-commerce platforms like Amazon, Walmart, Target, and eBay.

• Bright Data: Provides off-the-shelf and custom product catalog datasets covering billions of items across hundreds of e-commerce sites. Includes fields like title, brand, description, image URLs, pricing history, and UPCs.
• Oxylabs: Delivers structured e-commerce datasets and scraper APIs specializing in enterprise-grade retail catalog scraping.
• Grepsr: Offers custom managed product data feeds, SKU tracking, pricing datasets, and synthetic datasets designed for enterprise integration.
• Zyte (formerly Scrapinghub): Provides ready-to-use e-commerce extraction feeds that capture product detail pages (PDPs), pricing, and inventory levels.
• Crawl Feeds / ScrapeHero: Delivers done-for-you product catalog datasets containing titles, specifications, images, and customer review data.

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2. Barcode, UPC, & GTIN Database Providers

If you need product data mapped specifically to global identifiers (UPC, EAN, GTIN, ASIN) for product matching or inventory management, these databases specialize in barcode resolution:

• GS1 (GEPIR): The official global authority for barcodes. The GS1 Registry allows lookups to trace registered products back to their brand owners and manufacturers.
• Go-UPC: A structured barcode database and API providing instant access to global product specifications, images, and category metadata.
• Barcode Lookup / Ulab: Offers bulk CSV/JSON downloads and lookup APIs for millions of UPC/EAN identifiers mapped to product names, brands, and retail prices.
• Food Data Scrape / Dataant: Offers downloadable datasets mapping millions of UPCs/GTINs to product names, sizes, brands, and categories across global markets.

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3. Data Marketplaces

Cloud data marketplaces allow you to browse, sample, and license product catalog datasets directly into your data warehouse.

• AWS Data Exchange: Features third-party e-commerce product catalogs from vendors like Bright Data, Techsalerator, and others covering brands across global regions.
• Datarade: An enterprise data marketplace connecting buyers directly with product data vendors (e.g., Techsalerator, Dataant).
• Snowflake & Databricks Marketplaces: Host pre-built product catalog and retail intelligence datasets that sync straight into modern data stacks.

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4. Retail Intelligence & CPG Analytics Platforms

For market research, competitive pricing, and brand analytics, enterprise intelligence platforms offer rich aggregated catalog datasets:

• NielsenIQ (NIQ) & Circana: Standard for CPG and retail data, offering comprehensive point-of-sale (POS) and product attribute catalogs.
• DataWeave & Stackline: Provide competitive product intelligence, share of voice, and product catalog monitoring across major retail channels.
• Intelligence Node & EDITED: Deliver automated e-commerce catalog mapping and competitor assortment datasets.

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5. Free & Open-Source Product Datasets

For testing, machine learning model training, or non-commercial research, open datasets are freely available:

• Open Food Facts: An open-source, crowd-sourced database containing ingredients, nutrition, and packaging data for over 3 million food products globally.
• Kaggle: Hosts community-uploaded datasets, including static Amazon product catalogs, Flipkart product listings, and specialized e-commerce product attribute feeds.
• Google Dataset Search / UCI Machine Learning Repository: Useful search tools to locate academic and public e-commerce transactions or product listing datasets.