# Walmart Scraping Options

# Official Route: Walmart's Developer Platforms

Walmart.io / Affiliate API (opens new window) — Walmart's developer portal for approved affiliates and partners, giving programmatic access to product data for building links and integrations. Scoped to affiliate use cases, not general-purpose bulk extraction.

Bright Data — Walmart Scraper API (opens new window) — a managed endpoint returning a large raw schema (~90 top-level fields including pricing, variants, nutrition info and review images) as structured JSON.
Apify — Walmart Product Scraper (opens new window) — pay-per-result actor for prices, reviews and availability by search or URL.
RapidAPI — Axesso Walmart Data Service (opens new window) — a RapidAPI marketplace listing from an established scraping-data provider, covering product, price and review lookups.

Priced on usage — check current terms before committing to a plan.

walmart-python-scrapy-scraper (opens new window) — a Scrapy-based spider for Walmart product pages, a reasonable starting point for a self-hosted approach.
PHPScraper can parse Walmart's public product pages directly for lightweight, occasional lookups.

The Billion Prices Project (opens new window) — the MIT/Harvard project that scraped online retail prices (Walmart-scale big-box retailers among them) from hundreds of sites daily, producing inflation indicators published with a 3-day lag versus the month-plus lag of traditional government price surveys.