Pricing

$19.99/month + usage

Walmart Reviews Scraper

🛒 Walmart Reviews Scraper (walmart-reviews-scraper) extracts Walmart product reviews — ratings ⭐, titles, text, dates, helpful votes & photos. 🔍 Clean JSON/CSV for sentiment, QA, and market research. 🚀 API-ready, fast & reliable. Ideal for e‑commerce, SEO, and brand monitoring.

Pricing

$19.99/month + usage

Rating

0.0

(0)

Developer

Scraply

Actor stats

Bookmarked

Total users

Monthly active users

6 days ago

Last modified

Categories

Automation

Lead generation

Social media

You can access the Walmart Reviews Scraper programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

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  "components": {
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      "inputSchema": {
        "type": "object",
        "required": [
          "startUrls"
        ],
        "properties": {
          "startUrls": {
            "title": "Walmart URLs, Keywords, or Search Terms",
            "type": "array",
            "description": "List of Walmart product URLs (e.g., https://www.walmart.com/ip/product-name/123456), search URLs (e.g., https://walmart.com/search?q=tshirt), or keywords (e.g., tshirt). Supports bulk input.",
            "items": {
              "type": "string"
            }
          },
          "sortOrder": {
            "title": "Review Sort Order",
            "enum": [
              "relevancy",
              "submission-desc",
              "helpful",
              "rating-desc",
              "rating-asc"
            ],
            "type": "string",
            "description": "How to sort the reviews. Options: relevancy (most relevant), submission-desc (newest first), helpful (most helpful), rating-desc (highest rating first), rating-asc (lowest rating first).",
            "default": "relevancy"
          },
          "maxComments": {
            "title": "Maximum Reviews Per Product",
            "minimum": 1,
            "maximum": 1000,
            "type": "integer",
            "description": "Maximum number of reviews to extract per product. Set to 0 for unlimited (not recommended).",
            "default": 10
          },
          "maxProductsPerStartUrl": {
            "title": "Maximum Products Per Start URL",
            "minimum": 0,
            "maximum": 1000,
            "type": "integer",
            "description": "Maximum number of products to process from each start URL (for search URLs). Set to 0 for unlimited.",
            "default": 20
          },
          "skipProductsWithoutReviews": {
            "title": "Skip Products Without Reviews",
            "type": "boolean",
            "description": "If enabled, products with no reviews will be skipped to speed up processing.",
            "default": true
          },
          "proxyConfiguration": {
            "title": "Proxy Configuration",
            "type": "object",
            "description": "Proxy settings. By default, starts with no proxy. If Walmart blocks requests, automatically falls back to datacenter proxy, then residential proxy with retries."
          }
        }
      },
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              },
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                  },
                  "userAgent": {
                    "type": "string"
                  }
                }
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                  },
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                  },
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                    "type": "integer",
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              },
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                    "type": "string",
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                  },
                  "timeoutSecs": {
                    "type": "integer",
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                  },
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                    "type": "integer",
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                  },
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                }
              },
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              },
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Walmart Reviews Scraper OpenAPI definition

OpenAPI is a standard for designing and describing RESTful APIs, allowing developers to define API structure, endpoints, and data formats in a machine-readable way. It simplifies API development, integration, and documentation.

OpenAPI is effective when used with AI agents and GPTs by standardizing how these systems interact with various APIs, for reliable integrations and efficient communication.

By defining machine-readable API specifications, OpenAPI allows AI models like GPTs to understand and use varied data sources, improving accuracy. This accelerates development, reduces errors, and provides context-aware responses, making OpenAPI a core component for AI applications.

You can download the OpenAPI definitions for Walmart Reviews Scraper from the options below:

OpenAPI.json

If you’d like to learn more about how OpenAPI powers GPTs, read our blog post.

You can also check out our other API clients:

Walmart Reviews Scraper API in Python

Walmart Reviews Scraper API in JavaScript

Walmart Reviews Scraper API through CLI

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The Walmart Reviews Scraper automates extraction of detailed product reviews from Walmart, including ratings, text, and user details....

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