Walmart Reviews Scraper

Scrape Walmart product reviews by passing any Walmart reviews page URL. Returns ratings distribution, individual reviews, and top positive/negative feedback. Each successful request costs 5 API credits.

Endpoint: https://api.scrapingdog.com/walmart/reviews

API Parameters

🔑

Scrapingdog Parameters

api_key Required
Your personal API key. Available on your dashboard.

Type: String

⭐

Reviews

url Required
The full Walmart reviews page URL (e.g., https://www.walmart.com/reviews/product/317408869).

Type: String

API Examples

Code to Integrate

curl "https://api.scrapingdog.com/walmart/reviews?api_key=APIKEY&url=https://www.walmart.com/reviews/product/317408869"

import requests

params = {
    "api_key": "APIKEY",
    "url": "https://www.walmart.com/reviews/product/317408869"
}

response = requests.get("https://api.scrapingdog.com/walmart/reviews", params=params)
print(response.json())

const params = new URLSearchParams({
  api_key: "APIKEY",
  url: "https://www.walmart.com/reviews/product/317408869"
});

const response = await fetch(`https://api.scrapingdog.com/walmart/reviews?${params}`);
const data = await response.json();
console.log(data);

<?php
$url = 'https://api.scrapingdog.com/walmart/reviews?' . http_build_query([
    'api_key' => 'APIKEY',
    'url'     => 'https://www.walmart.com/reviews/product/317408869',
]);
echo file_get_contents($url);

API Response

{
  "product": {
    "name": "ESPN MB2 Junior Size Football Pack: Includes Kicking Tee and Pump",
    "url": "https://www.walmart.com/ip/ESPN-MB2-Junior-Size-Football-Pack-Includes-Kicking-Tee-and-Pump/317408869",
    "overall_rating": 4.5,
    "total_count": 187,
    "ratings": [
      { "stars": 5, "count": 142 },
      { "stars": 4, "count": 19 },
      { "stars": 3, "count": 7 },
      { "stars": 2, "count": 7 },
      { "stars": 1, "count": 12 }
    ],
    "top_positive": {
      "title": "Great football for young children",
      "text": "Football is great for young children. My son is 6 and he is able to grip and throw the ball. The material is great to use outside as it will be durable for wear and tear.",
      "rating": 4,
      "review_submission_time": "11/21/2024",
      "user_nickname": "Joseph",
      "customer_type": ["VerifiedPurchaser"]
    },
    "top_negative": {
      "title": "😡😡😡😡",
      "text": "The item itself was a good choice however my package was thrown into the yard during a rain storm instead of leaving it by the door like my instructions say to.",
      "rating": 1,
      "review_submission_time": "12/17/2023",
      "user_nickname": "jennifer",
      "customer_type": ["VerifiedPurchaser"]
    },
    "reviews": [
      {
        "position": 1,
        "title": "ESPN football",
        "text": "I also bought this from my grandson he was probably 14 15 months old back then during football season and he loves the football!",
        "rating": 5,
        "review_submission_time": "7/29/2024",
        "user_nickname": "Geraldine",
        "customer_type": ["VerifiedPurchaser"]
      },
      {
        "position": 2,
        "title": "Child's Christmas gift",
        "text": "I bought this football for my oldest Great Grandson who's 7 years old. He absolutely loved his gift and he had everyone throwing the football with him.",
        "rating": 5,
        "review_submission_time": "12/14/2024",
        "user_nickname": "GalDibo",
        "customer_type": ["VerifiedPurchaser"]
      },
      {
        "position": 3,
        "title": "The Best Junior Football",
        "text": "This is a really nice football. I love the red and black accents. It comes with a tee and pump for a complete set. It's a good size for my 6 year old.",
        "rating": 5,
        "review_submission_time": "12/6/2023",
        "user_nickname": null,
        "customer_type": ["VerifiedPurchaser"]
      }
    ]
  }
}