Walmart Product Reviews API — Customer Reviews by Item
Send a Walmart item ID or product URL and this source returns the product's customer reviews as data, one record per review.
{
"session_id": "11111111-1111-1111-1111-111111111111",
"kind": "walmart_product_reviews",
"product": "10774352381",
"max_items": 2,
"start_page": 1,
"partial": false,
"human": "# Walmart product reviews\n\n- **Product:** 10774352381\n- **Starting page:** 1\n- **Max items:** 2\n- **Records returned:** 2\n- **Total reviews available:** 247\n- **Response size:** 295.7 KB",
"machine": {
"total_items": 2,
"total_available": 247,
"reviews": [
{
"id": "414700707",
"rating": 5,
"text": "Short answer: JUST BUY IT!\n\nI have my windows laptop and my iPad next to each other and connected to this mouse via Bluetooth 1-laptop and Bluetooth 2-iPad and I'm able to control both (one at a time) with only one click on the left side of this mouse. And I still have the option to connect one more device with the little usb thingy. I love this side button feature, other mouses have this feature",
"title": "switch button on the left side baby",
"author": "Victor",
"created_at": "1/29/2026",
"is_verified": true,
"is_recommended": null,
"helpful_count": 0,
"unhelpful_count": 0,
"images": [],
"features": [],
"client_responses": [
{
"date": null,
"department": "Logitech",
"logoImage": "https://s3.amazonaws.com/stratos-logos/logos/Logitech.png",
"name": null,
"response": "\nWe’re thrilled to know you’re satisfied with your Logitech product. Your input helps us shape better experiences for everyone. Thanks for your continued support!\n "
}
]
},
{
"id": "402606035",
"rating": 5,
"text": "I love this mouse. As good as the $75 Logitech's. Only thing I didn't like is it was not the Logitech Bolt that could have connected with the dongle on my keyboard or bluetooth. But it is not a deal breaker and definitely doesn't take away from the mouse at all. It is quick, precise and you can control every aspect of this mouse. click speed, pointer speed, buttons, it has a handy button to show ",
"title": "Outstanding Product for the Price",
"author": "Chris",
"created_at": "10/28/2025",
"is_verified": true,
"is_recommended": null,
"helpful_count": 0,
"unhelpful_count": 0,
"images": [],
"features": [],
"client_responses": [
{
"date": null,
"department": "Logitech",
"logoImage": "https://s3.amazonaws.com/stratos-logos/logos/Logitech.png",
"name": null,
"response": "\nThank you for sharing your positive experience and detailed feedback about the Logitech Precision Pro Wireless Mouse! We appreciate you taking the time to highlight its strengths and provide constructive input.\n "
}
]
}
],
"response_bytes": 302807
},
"total_points": 2
}- You send
- A Walmart item ID or product URL
- You get back
- Individual customer reviews with rating, title, text and author
- Coverage
- Walmart products with a public reviews section.
- Price
- 1 point per returned result, up to 250 per request — $1 per 1,000
- Billed per review actually returned, capped by max_items. A product with no reviews costs nothing.
Ways to get this data
Three approaches teams use today, and where each one runs into trouble.
| Approach | What it takes | Cost | Trade-off |
|---|---|---|---|
| Reading reviews by hand | Open the listing, sort, scroll, copy | Free, and slow | Fine for one product, useless across a catalog |
| Building a scraper | Write it, host it, and repair it when Walmart changes the review widget | Engineering time | A maintenance commitment for something that isn't your product |
| NeuralVerge | One request per product | $1 per 1,000, misses not billed | Returns what's published — reviews are self-selected, not a representative sample |
What you get back
Every field in the response shown above.
| Field | Type | Description |
|---|---|---|
total_items | number | How many reviews were returned in this batch (capped by max_items). |
total_available | number | Total reviews available for the product, beyond just this batch. |
id | string | Walmart's internal review ID. |
rating | number | Star rating the reviewer gave. |
text | string | Review body text. |
title | string | Review headline. |
author | string | Reviewer's displayed name. |
created_at | string | Date the review was posted. |
is_verified | boolean | Whether Walmart marked this a verified purchase. |
is_recommended | boolean | Whether the reviewer marked the product as recommended, when published. |
helpful_count | number | Number of "helpful" votes. |
unhelpful_count | number | Number of "not helpful" votes. |
images | array | Reviewer-submitted photo URLs, when present. |
features | array | Product feature tags the reviewer called out, when present. |
client_responses | array | Seller or brand replies to the review, when present. |
How to run it
The same lookup works from the app, the API, or as a tool an agent can call mid-task.
product accepts either a Walmart item ID or a product URL. max_items caps the review count and what you're billed for (up to 250, defaults to 10).
curl -X POST https://api.neuralverge.ai/functions/v1/run-walmart-product-reviews \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{ "product": "10774352381", "max_items": 10 }'What teams use it for
Where this field shows up in an actual workflow.
Watch review volume and rating for a product you sell or compete with.
Mine the exact language buyers use about a product's problems and strengths.
Check recent reviews on a product before sourcing it or recommending it.
Compare review themes across similar listings in the same category.
Coverage, freshness and limits
What this source covers, how fresh it is, and where it stops.
Walmart products with a public reviews section.
Read at request time.
This source returns publicly visible review content, stamped with the item ID or URL it was read from and a session id you can trace.
- —Reviews are self-selected and skew towards strong opinions in both directions.
- —New or low-volume listings return few or no reviews.
- —Review order and visibility follow Walmart's own display logic, not a neutral sample.
Questions, answered
Yes — product accepts either a Walmart item ID or a full product URL.
Related sources
Try walmart product reviews on your own data
One request format across every source in the catalog.