Export public product reviews from Walmart US and Walmart Canada to CSV, JSON, Excel, or API-ready datasets. Built for recurring sentiment monitoring, product-quality research, seller intelligence, and competitor comparison.
Buyer workflows
- Monitor the newest reviews for a known product.
- Analyze Canadian product feedback and aggregate ratings.
- Investigate one-star complaints with rating and newest-first filters.
Input
Supply specific productUrls, numeric productIds, or both. Select country (US or CA), maxReviewsPerProduct, sort, optional 1–5 rating, and includeReviewMedia. URL markets must match country; malformed and cross-market inputs fail before scraping.
{"productUrls":["https://www.walmart.com/ip/771934678"],"country":"US","maxReviewsPerProduct":100,"sort":"newest","includeReviewMedia":true}
Output
Each row represents one public review with product identity and provenance, rating, title, text, date, public reviewer display fields, purchase-verification/helpfulness signals, optional media URLs, and available product rating aggregates. Missing upstream fields are omitted. Products with no public reviews emit no fabricated placeholder rows; RUN_STATS reports empty and blocked products truthfully.
API and MCP
Run the Actor from Apify Console, API, schedules, integrations, or MCP. Send the same JSON input to the Actor run endpoint and read rows from the default dataset. Use webhooks or schedules for recurring monitoring.
Input recipes
Copy a recipe into the Actor input editor and replace the product URL when needed.
Monitor latest Walmart US reviews
{"productUrls":["https://www.walmart.com/ip/771934678"],"country":"US","maxReviewsPerProduct":100,"sort":"newest","includeReviewMedia":true}
Analyze Walmart Canada product reviews
{"productUrls":["https://www.walmart.ca/ip/6000206618756"],"country":"CA","maxReviewsPerProduct":250,"sort":"relevant","includeReviewMedia":true}
Investigate low-star Walmart feedback
{"productUrls":["https://www.walmart.com/ip/771934678"],"country":"US","maxReviewsPerProduct":100,"sort":"newest","rating":1,"includeReviewMedia":true}
Privacy and support
The Actor uses anonymous public Walmart surfaces only. It does not access accounts, orders, private reviewer data, or reviewer profiles. Walmart may challenge anonymous traffic; blocked products are reported instead of being mislabeled as products with no reviews. For support, open an issue on the Actor page with the public product URL, market, and run ID; never include credentials or private customer information.
