Walmart Reviews Scraper

Extract customer reviews, ratings, photos, and product metadata from Walmart.com and Walmart.ca into structured JSON. Useful for market research, sentiment analysis, and competitive tracking.

Overview

This actor scrapes public review data from Walmart product pages. It handles pagination, supports both US and Canadian Walmart sites, and returns clean JSON datasets. You can filter results by rating, verification status, and language.

Key Features

• Data Extraction: Captures star ratings (1-5), review text and titles, submission dates, reviewer usernames, verified purchase badges, product IDs/URLs, customer photos, and product metadata (name, price, category).
• Region Support: Works with walmart.com (US) and walmart.ca (Canada).
• Filtering & Sorting: Filter by star rating, verified purchase status, and review language. Sort by relevance, rating, or date.
• Automation: Built-in pagination scrapes all available review pages. Supports proxy rotation to avoid blocks.
• Output: Delivers structured JSON, ready for analysis, dashboards, or API integration.

How to Use

1. Input: Provide one or more Walmart product URLs or product IDs in the product_ids input field.
2. Configure: Set optional parameters like sort, verifiedPurchaseOnly, region (US/CA), or maxReviews.
3. Run: Start the actor. It will navigate the review pages and extract the data.
4. Output: Retrieve the dataset in JSON format from the actor's results, available via the Apify platform or API.

Input/Output

Input Example

Configure the actor via the Apify console or API with input like this:

{
  "product_ids": [
    "https://www.walmart.com/ip/123456789",
    "987654321"
  ],
  "sort": "submission-desc",
  "verifiedPurchaseOnly": false,
  "region": "US",
  "maxReviews": 500
}

Output Example

The actor returns an array of review objects. Each item includes:

{
  "productId": "123456789",
  "productName": "Example Product",
  "productPrice": "$29.99",
  "reviewRating": 5,
  "reviewTitle": "Great product!",
  "reviewText": "Detailed review text here...",
  "reviewDate": "2023-10-26",
  "reviewerName": "Customer123",
  "isVerifiedPurchase": true,
  "reviewPhotos": ["https://i5.walmartimages.com/...jpg"],
  "productUrl": "https://www.walmart.com/ip/123456789"
}

Find the actor in the Apify Store: Walmart Reviews Scraper