SerpApi publishes guide on scraping Walmart product reviews with its dedicated API
SerpApi released a tutorial showing how to use its Walmart Product Reviews API to extract ratings, review text, feedback counts, and reviewer details in structured JSON and export to CSV.
Briefing
- SerpApi: SerpApi released a tutorial showing how to use its Walmart Product Reviews API to extract ratings, review text, feedback counts, and reviewer details in structured JSON and export to CSV.
Why it matters
Walmart is a major e-commerce data source, and product reviews are high-value signals for pricing, sentiment, and competitive analysis. By offering a dedicated API and a clear walkthrough, SerpApi lowers the barrier for developers who need structured review data without building custom scrapers or managing Walmart's anti-bot protections. This tutorial also signals SerpApi's continued investment in retailer-specific endpoints beyond general search.
Sources
- Primary source · SerpApi · 2026-08-30 — How to Scrape Walmart Reviews Results
Watch next
Will SerpApi add similar dedicated review endpoints for other major retailers like Amazon or Target?