Walmart Reviews Scraper

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.

Pricing

The Actor charges one start event per run and one review event for each public review produced. Limits directly bound runtime and spend. See the live Pricing tab for current rates.

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.

Related Actors

• Walmart Products Scraper — find Walmart products before collecting their reviews.
• Amazon Reviews Scraper — compare public customer feedback across marketplaces.
• Target Reviews Scraper — export public Target product reviews.
• eBay Marketplace Scraper — collect marketplace listings for competitive research.
• Amazon Products & Search Scraper — discover Amazon products and search results.