HasData is an independent service and is not affiliated with, endorsed by, or sponsored by Walmart. Walmart is a trademark of its respective owner. This API works with publicly available data only.
Get Your API Key
Sign in at hasdata.com, go to your account settings, and copy your API key. All requests must include your key in thex-api-key header.
Request Cost and API Credits
Each request to the Walmart Reviews Scraper API consumes API Credits from your account balance.- Cost per request: 10 API Credits
- Credits are deducted only for successful requests.
- Your total available credits depend on your active plan.
You can use your credits across all HasData APIs. The same credit balance is shared platform-wide.
Unused credits do not roll over. Any remaining credits expire at the end of the current billing period.
Make Your First Request
curl --request GET -G \
--url 'https://api.hasdata.com/scrape/walmart/reviews' \
--data-urlencode 'itemId=1028936148' \
--data-urlencode 'url=https://www.walmart.com/ip/Restored-Apple-iPhone-14-Carrier-Unlocked-128-GB-Starlight-MPUN3LL-A-Refurbished/1028936148' \
--data-urlencode 'language=en' \
--data-urlencode 'page=1' \
--data-urlencode 'sort=mostRelevant' \
--header 'Content-Type: application/json' \
--header 'x-api-key: <your-api-key>'
const axios = require('axios').default;
const options = {
method: 'GET',
url: 'https://api.hasdata.com/scrape/walmart/reviews',
params: {
itemId: '1028936148',
url: 'https://www.walmart.com/ip/Restored-Apple-iPhone-14-Carrier-Unlocked-128-GB-Starlight-MPUN3LL-A-Refurbished/1028936148',
language: 'en',
page: '1',
sort: 'mostRelevant'
},
headers: {'Content-Type': 'application/json', 'x-api-key': '<your-api-key>'}
};
try {
const { data } = await axios.request(options);
console.log(data);
} catch (error) {
console.error(error);
}
import requests
url = "https://api.hasdata.com/scrape/walmart/reviews"
querystring = {"itemId":"1028936148","url":"https://www.walmart.com/ip/Restored-Apple-iPhone-14-Carrier-Unlocked-128-GB-Starlight-MPUN3LL-A-Refurbished/1028936148","language":"en","page":"1","sort":"mostRelevant"}
headers = {
"Content-Type": "application/json",
"x-api-key": "<your-api-key>"
}
response = requests.get(url, headers=headers, params=querystring)
print(response.json())
<?php
$params = [
"itemId" => "1028936148",
"url" => "https://www.walmart.com/ip/Restored-Apple-iPhone-14-Carrier-Unlocked-128-GB-Starlight-MPUN3LL-A-Refurbished/1028936148",
"language" => "en",
"page" => "1",
"sort" => "mostRelevant",
];
$curl = curl_init();
curl_setopt_array($curl, [
CURLOPT_URL => "https://api.hasdata.com/scrape/walmart/reviews?" . http_build_query($params),
CURLOPT_RETURNTRANSFER => true,
CURLOPT_CUSTOMREQUEST => "GET",
CURLOPT_HTTPHEADER => [
"Content-Type: application/json",
"x-api-key: <your-api-key>",
],
]);
$response = curl_exec($curl);
curl_close($curl);
echo $response;
OkHttpClient client = new OkHttpClient();
HttpUrl url = HttpUrl.parse("https://api.hasdata.com/scrape/walmart/reviews")
.newBuilder()
.addQueryParameter("itemId", "1028936148")
.addQueryParameter("url", "https://www.walmart.com/ip/Restored-Apple-iPhone-14-Carrier-Unlocked-128-GB-Starlight-MPUN3LL-A-Refurbished/1028936148")
.addQueryParameter("language", "en")
.addQueryParameter("page", "1")
.addQueryParameter("sort", "mostRelevant")
.build();
Request request = new Request.Builder()
.url(url)
.get()
.addHeader("Content-Type", "application/json")
.addHeader("x-api-key", "<your-api-key>")
.build();
Response response = client.newCall(request).execute();
using System.Net.Http;
using System.Web;
var client = new HttpClient();
var query = HttpUtility.ParseQueryString(string.Empty);
query["itemId"] = "1028936148";
query["url"] = "https://www.walmart.com/ip/Restored-Apple-iPhone-14-Carrier-Unlocked-128-GB-Starlight-MPUN3LL-A-Refurbished/1028936148";
query["language"] = "en";
query["page"] = "1";
query["sort"] = "mostRelevant";
var url = $"https://api.hasdata.com/scrape/walmart/reviews?{query}";
var request = new HttpRequestMessage(new HttpMethod("GET"), url);
request.Headers.Add("x-api-key", "<your-api-key>");
using var response = await client.SendAsync(request);
response.EnsureSuccessStatusCode();
var content = await response.Content.ReadAsStringAsync();
Console.WriteLine(content);
require 'net/http'
require 'uri'
uri = URI("https://api.hasdata.com/scrape/walmart/reviews")
params = {
"itemId" => "1028936148",
"url" => "https://www.walmart.com/ip/Restored-Apple-iPhone-14-Carrier-Unlocked-128-GB-Starlight-MPUN3LL-A-Refurbished/1028936148",
"language" => "en",
"page" => "1",
"sort" => "mostRelevant",
}
uri.query = URI.encode_www_form(params)
http = Net::HTTP.new(uri.host, uri.port)
http.use_ssl = true
request = Net::HTTP::Get.new(uri)
request["Content-Type"] = 'application/json'
request["x-api-key"] = '<your-api-key>'
response = http.request(request)
puts response.read_body
use reqwest::blocking::Client;
fn main() -> Result<(), Box<dyn std::error::Error>> {
let client = Client::new();
let res = client
.get("https://api.hasdata.com/scrape/walmart/reviews")
.query(&[("itemId", "1028936148")])
.query(&[("url", "https://www.walmart.com/ip/Restored-Apple-iPhone-14-Carrier-Unlocked-128-GB-Starlight-MPUN3LL-A-Refurbished/1028936148")])
.query(&[("language", "en")])
.query(&[("page", "1")])
.query(&[("sort", "mostRelevant")])
.header("Content-Type", "application/json")
.header("x-api-key", "<your-api-key>")
.send()?
.text()?;
println!("{}", res);
Ok(())
}
package main
import (
"fmt"
"io"
"net/http"
"net/url"
)
func main() {
params := url.Values{}
params.Set("itemId", "1028936148")
params.Set("url", "https://www.walmart.com/ip/Restored-Apple-iPhone-14-Carrier-Unlocked-128-GB-Starlight-MPUN3LL-A-Refurbished/1028936148")
params.Set("language", "en")
params.Set("page", "1")
params.Set("sort", "mostRelevant")
u := "https://api.hasdata.com/scrape/walmart/reviews?" + params.Encode()
req, _ := http.NewRequest("GET", u, nil)
req.Header.Add("Content-Type", "application/json")
req.Header.Add("x-api-key", "<your-api-key>")
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(string(body))
}
API Parameters
| Parameter | Default Value | Required | Description |
|---|---|---|---|
itemId | 1028936148 | No | Walmart item id, taken from a product URL or from the id field of the Walmart Search API response. On walmart.com it is numeric (for example 14977205582), on walmart.ca an alphanumeric code (for example 6NZMJ5CW6MH2). Required unless url is provided. |
url | https://www.walmart.com/ip/Restored-Apple-iPhone-14-Carrier-Unlocked-128-GB-Starlight-MPUN3LL-A-Refurbished/1028936148 | No | A full Walmart product URL whose reviews to scrape. When provided, it overrides itemId and the storefront is taken from the URL itself. Required unless itemId is provided. |
domain | - | No | Walmart storefront the item belongs to. Each storefront has its own catalog, item ids and review pool, so an id from one storefront does not resolve on another. Ignored when url is provided. Default is walmart.com. |
language | en | No | Language of the review page. Availability depends on the storefront - walmart.com serves en and es, walmart.ca serves en and fr. A language the storefront does not support falls back to its default. Reviews themselves are returned in the language their author wrote them in. |
page | 1 | No | Page of reviews to return, ten reviews a page. The response reports the last available page in pagination.totalPages, and the next one in pagination.nextPage. Note that only reviews carrying written text are paginated, so the ceiling follows reviewsInformation.totalReviews rather than the larger totalRatings. Default is 1. |
sort | mostRelevant | No | Order of the returned reviews, named as the Walmart review page names it. Default is mostRelevant. |
rating | - | No | Return only reviews carrying this star rating. The filters block of the response lists the ratings this item actually has, with a review count for each. |
aspectId | - | No | Return only reviews mentioning one topic, given as its id. The topics differ per product - a phone has Battery Life or Display, a coffee has Flavor or Aroma - so take the id from the Frequent mentions group of the filters block in the response rather than guessing it. |
condition | - | No | Return only reviews written about one item condition, given as its code. Applies to items sold in several conditions, such as new and restored. Take the code from the Condition group of the filters block in the response. |
verifiedPurchasesOnly | - | No | Return only reviews left by customers whose purchase Walmart confirmed. Narrows the pool considerably, since most reviews are unverified or syndicated from the manufacturer. |