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
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
| Parameter | Required | Description |
|---|---|---|
| product_id | Yes | Walmart product id, numeric or alphanumeric. The same id accepted by GET /v1/walmart/product. |
| page | No | Page number, starting at 1. Prefer the universal cursor parameter. |
| limit | No | Reviews per page, 1 to 50. Defaults to 10. Honoured exactly. |
| sort | No | Which 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) |
| rating | No | Return only reviews with this exact star rating, 1 to 5. Applied exactly. |
| country | No | Walmart 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) |
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.
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
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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(){
"success": true,
"platform": "tiktok",
"data": {
"author": {
"username": "charlidamelio",
"followers": 152400000
},
"engagement": {
"likes": 12400000000,
"engagement_rate": 0.087
},
"metadata": {
"language": "en",
"content_category": "lifestyle"
}
}
}Have a question? We got answers
Find answers to frequently asked questions about SocialCrawl's API, pricing, and capabilities.
Contact usHow many Walmart reviews come back per call?
Can I filter to only one-star or five-star reviews?
How do I know whether a review is from a real purchaser?
Can consecutive pages return the same review twice?
What if a product has no written reviews?
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