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Walmart Reviews API

Scrape Walmart Reviews data with one API call. Returns written customer reviews for a Walmart product, up to 50 per call, each with the full review text, star rating, author, date, helpful-vote count, verified-purchase flag, and any reviewer photos. Filter to a single star rating with the rating parameter, which is applied exactly. The sort parameter changes which reviews Walmart returns but does NOT currently guarantee the returned page is ordered: measured against the live source, rating_high_low and rating_low_high return the same set, and recent is not strictly newest-first. Sort client-side if you need a guaranteed order. Consecutive pages can also repeat a small number of reviews, because the underlying review feed shifts between calls, so de-duplicate by review id when crawling.

Last updated August 2026Maintained by the SocialCrawl team

Returns written customer reviews for a Walmart product, up to 50 per call, each with full text, star rating, author, date, helpful votes, and photos.

Use it when you want what shoppers wrote about a Walmart item. Sort the results yourself, since the sort option does not guarantee an order.

Searching 48 platforms in parallel

·TikTok logoTikTok·Instagram logoInstagram·YouTube logoYouTube·Facebook logoFacebook·X logoX·LinkedIn logoLinkedIn·Reddit logoReddit·Threads logoThreads·Pinterest logoPinterest·Twitch logoTwitch·Truth Social logoTruth Social·Snapchat logoSnapchat·Kick logoKick·Bluesky logoBluesky·Kwai logoKwai·Rumble logoRumble·Spotify logoSpotify·TikTok Shop logoTikTok Shop·Amazon Shop logoAmazon Shop·Google Shopping logoGoogle Shopping·Trustpilot logoTrustpilot·TripAdvisor logoTripAdvisor·Linktree logoLinktree·Komi logoKomi·Pillar logoPillar·lnk.bio logolnk.bio·Facebook Ads logoFacebook Ads·Google Ads logoGoogle Ads·LinkedIn Ads logoLinkedIn Ads·Google Search logoGoogle Search·Google News logoGoogle News·Google Finance logoGoogle Finance·Polymarket logoPolymarket·Tavily logoTavily·Hacker News logoHacker News·GitHub logoGitHub·Perplexity logoPerplexity·Naver logoNaver·Utility·Universal Search logoUniversal Search
·TikTok logoTikTok·Instagram logoInstagram·YouTube logoYouTube·Facebook logoFacebook·X logoX·LinkedIn logoLinkedIn·Reddit logoReddit·Threads logoThreads·Pinterest logoPinterest·Twitch logoTwitch·Truth Social logoTruth Social·Snapchat logoSnapchat·Kick logoKick·Bluesky logoBluesky·Kwai logoKwai·Rumble logoRumble·Spotify logoSpotify·TikTok Shop logoTikTok Shop·Amazon Shop logoAmazon Shop·Google Shopping logoGoogle Shopping·Trustpilot logoTrustpilot·TripAdvisor logoTripAdvisor·Linktree logoLinktree·Komi logoKomi·Pillar logoPillar·lnk.bio logolnk.bio·Facebook Ads logoFacebook Ads·Google Ads logoGoogle Ads·LinkedIn Ads logoLinkedIn Ads·Google Search logoGoogle Search·Google News logoGoogle News·Google Finance logoGoogle Finance·Polymarket logoPolymarket·Tavily logoTavily·Hacker News logoHacker News·GitHub logoGitHub·Perplexity logoPerplexity·Naver logoNaver·Utility·Universal Search logoUniversal Search
·TikTok logoTikTok·Instagram logoInstagram·YouTube logoYouTube·Facebook logoFacebook·X logoX·LinkedIn logoLinkedIn·Reddit logoReddit·Threads logoThreads·Pinterest logoPinterest·Twitch logoTwitch·Truth Social logoTruth Social·Snapchat logoSnapchat·Kick logoKick·Bluesky logoBluesky·Kwai logoKwai·Rumble logoRumble·Spotify logoSpotify·TikTok Shop logoTikTok Shop·Amazon Shop logoAmazon Shop·Google Shopping logoGoogle Shopping·Trustpilot logoTrustpilot·TripAdvisor logoTripAdvisor·Linktree logoLinktree·Komi logoKomi·Pillar logoPillar·lnk.bio logolnk.bio·Facebook Ads logoFacebook Ads·Google Ads logoGoogle Ads·LinkedIn Ads logoLinkedIn Ads·Google Search logoGoogle Search·Google News logoGoogle News·Google Finance logoGoogle Finance·Polymarket logoPolymarket·Tavily logoTavily·Hacker News logoHacker News·GitHub logoGitHub·Perplexity logoPerplexity·Naver logoNaver·Utility·Universal Search logoUniversal Search
·TikTok logoTikTok·Instagram logoInstagram·YouTube logoYouTube·Facebook logoFacebook·X logoX·LinkedIn logoLinkedIn·Reddit logoReddit·Threads logoThreads·Pinterest logoPinterest·Twitch logoTwitch·Truth Social logoTruth Social·Snapchat logoSnapchat·Kick logoKick·Bluesky logoBluesky·Kwai logoKwai·Rumble logoRumble·Spotify logoSpotify·TikTok Shop logoTikTok Shop·Amazon Shop logoAmazon Shop·Google Shopping logoGoogle Shopping·Trustpilot logoTrustpilot·TripAdvisor logoTripAdvisor·Linktree logoLinktree·Komi logoKomi·Pillar logoPillar·lnk.bio logolnk.bio·Facebook Ads logoFacebook Ads·Google Ads logoGoogle Ads·LinkedIn Ads logoLinkedIn Ads·Google Search logoGoogle Search·Google News logoGoogle News·Google Finance logoGoogle Finance·Polymarket logoPolymarket·Tavily logoTavily·Hacker News logoHacker News·GitHub logoGitHub·Perplexity logoPerplexity·Naver logoNaver·Utility·Universal Search logoUniversal Search
Walmart API

What can you do with the Reviews API?

The Reviews endpoint gives you structured Walmart data with computed fields in a single request. No scraping infrastructure to build or maintain.

Example Request

curl -H "x-api-key: YOUR_API_KEY" \
  "https://www.socialcrawl.dev/v1/walmart/reviews?product_id=17835006350"
import requests

response = requests.get(
    "https://www.socialcrawl.dev/v1/walmart/reviews",
    params={
    'product_id': '17835006350',
    },
    headers={"x-api-key": "YOUR_API_KEY"},
)

data = response.json()
const response = await fetch(
  "https://www.socialcrawl.dev/v1/walmart/reviews?product_id=17835006350",
  {
    headers: { "x-api-key": "YOUR_API_KEY" },
  },
);

const data = await response.json();

Parameters

ParameterRequiredDescription
product_idYesWalmart product id, numeric or alphanumeric. The same id accepted by GET /v1/walmart/product.
pageNoPage number, starting at 1. Prefer the universal cursor parameter.
limitNoReviews per page, 1 to 50. Defaults to 10. Honoured exactly.
sortNoWhich reviews to return: relevancy (default), recent, rating_high_low, or rating_low_high. Changes the selection but does not guarantee the returned page is ordered; sort client-side if you need a strict order. (relevancy | recent | rating_high_low | rating_low_high)
ratingNoReturn only reviews with this exact star rating, 1 to 5. Applied exactly.
countryNoWalmart marketplace as a two-letter country code: US (walmart.com, default) or CA (walmart.ca). A product id from one marketplace will not resolve in the other. (US | CA)
Example Response

What does the Walmart Reviews API return?

Every response follows one unified schema. Here is a real, unmodified response body, so you can see the exact fields you get back before spending a credit.

Example response
{
  "success": true,
  "platform": "walmart",
  "endpoint": "/v1/walmart/reviews",
  "data": {
    "items": [
      {
        "review": {
          "id": "422610409",
          "entity_id": "17835006350",
          "url": null,
          "title": null,
          "text": "We never received our order. Walmart did not deliver it to the correct address and even though the first Walmart representative I talked to admitted the photo of the alleged delivery does not show it was delivered  to the correct address and that I'd receive a refund, Walmart now says no refund. This was a birthday present for my daughter bit Walmart could care less. I will continue to fight for our refund and will never order from Walmart again!",
          "rating": {
            "value": 1,
            "max": 5
          },
          "author": {
            "name": "David",
            "avatar_url": null,
            "url": null,
            "location": null,
            "reviews_count": null
          },
          "helpful_votes": 3,
          "verified": true,
          "source": null,
          "language": null,
          "original_language": null,
          "translated": null,
          "images": null,
          "responses": null,
          "published_at": "2026-04-14T00:00:00.000Z"
        }
      },
      {
        "review": {
          "id": "406675645",
          "entity_id": "17835006350",
          "url": null,
          "title": null,
          "text": "This review is for this device as a \"hearing aid\" only. The fit is poor. The shape of the device starts hurting the ears after 15 minutes. I found it impossible to keep more than 1 hour. As a hearing aid, it amplifies ok. But in noisy surroundings/ on the restaurant setting, it reduces the volume of all sounds not just filter out the ambient noise. I found it useless as hearing aid in noisy surroundings.",
          "rating": {
            "value": 1,
            "max": 5
          },
          "author": {
            "name": "JU",
            "avatar_url": null,
            "url": null,
            "location": null,
            "reviews_count": null
          },
          "helpful_votes": 11,
          "verified": true,
          "source": null,
          "language": null,
          "original_language": null,
          "translated": null,
          "images": null,
          "responses": null,
          "published_at": "2025-12-01T00:00:00.000Z"
        }
      }
    ],
    "total": 978,
    "dropped": 0
  },
  "credits_used": 5,
  "credits_remaining": 9999,
  "request_id": "req_example000000",
  "cached": false,
  "pagination": {
    "next_cursor": "sc.eyJ2IjoyLCJjIjoiMiIsInAiOiJwYWdlIn0",
    "has_more": true,
    "page_size": 50
  }
}

Live sample illustrating the unified response shape. Field values reflect the record you query.

API Details

How does the Walmart Reviews API work?

Send a GET request with your API key and get back clean, structured JSON in our unified schema. Supported computed fields are populated when the source provides the required inputs.

Method

GET

Response

JSON

Why SocialCrawl

Why use SocialCrawl for Walmart Reviews data?

We handle the complexity of Walmart data extraction so you can focus on building. Unified schema, AI enrichment, and zero platform logic in your code.

Developer First

How do you scrape social media data in seconds?

The fastest social media scraping API for developers. Scrape profiles, posts, comments, and analytics from 48 platforms covering 10B+ monthly active users.

One schema, every platform

Query 48 platforms with identical response structures. Write your integration once.

Computed fields, not just scraped

When an endpoint supports these metrics and the source provides the required inputs, the normalized record includes engagement_rate, estimated_reach, content_category, and language — ready to use.

See your data before you code

Visual Data Explorer — paste any URL, get rich result cards, sortable tables, CSV export.

import requests

response = requests.get(
    'https://www.socialcrawl.dev/v1/tiktok/profile',
    params={'handle': 'charlidamelio'},
    headers={'x-api-key': 'sc_YOUR_API_KEY'}
)
data = response.json()
[ .JSON ]
{
  "success": true,
  "platform": "tiktok",
  "data": {
    "author": {
      "username": "charlidamelio",
      "followers": 152400000
    },
    "engagement": {
      "likes": 12400000000,
      "engagement_rate": 0.087
    },
    "metadata": {
      "language": "en",
      "content_category": "lifestyle"
    }
  }
}
+ 48 platforms
FAQ

Have a question? We got answers

Find answers to frequently asked questions about SocialCrawl's API, pricing, and capabilities.

Contact us
How many Walmart reviews come back per call?
Up to 50, which is the maximum the review feed exposes per page. At 5 credits per call that is 0.1 credit per review, and you can page through the full review history for a product using the standard cursor parameter.
Can I filter to only one-star or five-star reviews?
Yes. Pass a rating between 1 and 5 to return only reviews with that exact star rating, which is the fastest way to mine complaints or testimonials without paging the whole feed. You can also sort by relevancy, recency, or rating.
How do I know whether a review is from a real purchaser?
Each review carries a verified flag that is true only when Walmart marks it as a verified purchase. Reviewer badges also cover things like top-reviewer status and incentivised reviews, and we read only the genuine purchase signal into the verified field.
Can consecutive pages return the same review twice?
Occasionally, yes, when sorting by recency, because Walmart's review feed shifts between calls. De-duplicate by review id when crawling. Every review row carries a stable id specifically so this is easy.
What if a product has no written reviews?
You get an empty list and the credits are refunded, so scanning a catalogue for reviewable products costs nothing on the misses. Note that a product can have thousands of star ratings but far fewer written reviews.

Ask AI about SocialCrawl

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