Walmart Reviews API

This endpoint will retrieve reviews for a specified product from a Walmart reviews page and transform it into usable JSON.

curl --request GET \
--url "https://api.scraperapi.com/structured/walmart/review?\
api_key=API_KEY&product_id=PRODUCT_ID&country_code=COUNTRY_CODE&tld=TLD&sort=SORT"

import requests

payload = {
    "api_key": "API_KEY",
    "product_id": "PRODUCT_ID",
    "country_code": "COUNTRY_CODE",
    "tld": "TLD",
    "sort" "SORT"
}

r = requests.get('https://api.scraperapi.com/structured/walmart/review', params=payload)

print(r.text)

import fetch from 'node-fetch';

fetch(
  'https://api.scraperapi.com/structured/walmart/review?api_key=API_KEY&product_id=PRODUCT_ID&country_code=COUNTRY_CODE&tld=TLD&sort=SORT'
)
  .then(response => response.json())
  .then(data => {
    console.log(data);
  })
  .catch(error => {
    console.error(error);
  });

<?php
$url = "https://api.scraperapi.com/structured/walmart/review?api_key=API_KEY&product_id=PRODUCT_ID&country_code=COUNTRY_CODE&tld=TLD&sort=SORT";

$ch = curl_init();

curl_setopt($ch, CURLOPT_URL, $url);
curl_setopt($ch, CURLOPT_RETURNTRANSFER, TRUE);
curl_setopt($ch, CURLOPT_HEADER, FALSE);

$response = curl_exec($ch);
curl_close($ch);

print_r($response);

require 'net/http'
require 'json'

params = {
  :api_key => "API_KEY",
  :product_id => "PRODUCT_ID",
  :country_code => "COUNTRY_CODE",
  :tld => "TLD",
  :sort => "SORT",
}

uri = URI('https://api.scraperapi.com/structured/walmart/review')
uri.query = URI.encode_www_form(params)

website_content = Net::HTTP.get(uri)
print(website_content)

import java.io.BufferedReader;
import java.io.InputStreamReader;
import java.net.HttpURLConnection;
import java.net.URL;

public class Main {
    public static void main(String[] args) {
        try {
            String apiKey = "API_KEY";
            String product_id   = "PRODUCT_ID";
            String country_code = "COUNTRY_CODE";
            String tld = "TLD";
            String sort = "SORT";

            String urlStr = "https://api.scraperapi.com/structured/walmart/review?api_key=" 
                            + apiKey + "&product_id=" + product_id + "&country_code=" + country_code + "&tld=" + tld + "&sort=" + sort;

            URL url = new URL(urlStr);
            HttpURLConnection conn = (HttpURLConnection) url.openConnection();
            conn.setRequestMethod("GET");

            int responseCode = conn.getResponseCode();
            if (responseCode == HttpURLConnection.HTTP_OK) {
                BufferedReader in = new BufferedReader(new InputStreamReader(conn.getInputStream()));
                StringBuilder response = new StringBuilder();
                String line;
                while ((line = in.readLine()) != null) {
                    response.append(line);
                }
                in.close();
                System.out.println(response.toString());
            } else {
                System.out.println("Error in API Call. Response code: " + responseCode);
            }

        } catch (Exception ex) {
            ex.printStackTrace();
        }
    }
}

Supported Parameters

Parameter

Details

api_key

Your API Key.

product_id

Walmart Product id. Example: 5253396052

TLD

Top-level Walmart domain to scrape: com (walmart.com) ca (walmart.ca)

COUNTRY_CODE

Valid values are two letter country codes for which we offer Geo Targeting (e.g. “au”, “es”, “it”, etc.). You can find the full list here.

sort

Sort by option. Valid values are:

relevancy helpful submission-desc submission-asc rating-desc rating-asc

ratings

Comma-separated number list of review ratings. Supported values: 1,2,3,4,5 - used in any combination.

verified_purchase

Boolean - true or false. Filters reviews only from verified purchases when set to true.

page

Page number.

OUTPUT_FORMAT

For structured data methods we offer CSV and JSON output. JSON is default if parameter is not added. Options:

csv
json (default)

Sample Response

{
  "product_name": "HOBIBEAR Boys Sneakers Kids Running Lightweight Breathable Sport Tennis Shoes（Toddles/Little Kids/Big Kids）",
  "product_url": "https://www.walmart.com/ip/HOBIBEAR-Boys-Sneakers-Kids-Running-Lightweight-Breathable-Sport-Tennis-Shoes-Toddles-Little-Kids-Big-Kids/1347882796",
  "rating": 4.0556,
  "review_count": 18,
  "reviews": [
    {
      "title": "good",
      "text": "design,price and true size overall like.",
      "author": "vi",
      "date_published": "3/10/2024",
      "rating": 4,
      "positive_feedback": 0,
      "negative_feedback": 0
    },
    {
      "title": "Didn't last long",
      "text": "Did not hold up very long to little boy running/ playing/ activities.",
      "author": "firefli529",
      "date_published": "5/11/2024",
      "rating": 3,
      "positive_feedback": 0,
      "negative_feedback": 0,
      "badges": [
        "Verified Purchase",
        "Incentivized Review"
      ]
    },
...
}

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Last updated 22 days ago

hashtagSample Response

Sample Response