Endpoint Playground
Returns the reviews snapshot embedded in a Walmart product page: average rating, total review count, the per-star rating breakdown, the recommended percentage, the top positive and top negative review, and a sample of recent reviews. This is a single on-page snapshot, not a full paginated feed. A product that exists but has no reviews returns zero counts and an empty reviews list.
14 Oct 2026: 10 reviews; 5 fields had a value in every checked item and 1 varied between items.
Sample value profiles: rating: 1 to 5, median 1.
curl 'https://api.crawlora.net/api/v1/walmart/product/5689919121/reviews' \
-H "x-api-key: $CRAWLORA_API_KEY"| Parameter | Type | Required | Prefilled value | Description |
|---|---|---|---|---|
| item_id (path) | string | Yes | 5689919121 | Walmart item id (the numeric id in a /ip/{id} URL) |
{
"code": 200,
"msg": "OK",
"data": {
"item_id": "6543706564",
"average_rating": 4.3,
"total_review_count": 2452,
"reviews_with_text_count": 1345,
"recommended_percent": 87,
"rating_counts": {
"five_star": 1698,
"four_star": 273,
"three_star": 150,
"two_star": 116,
"one_star": 215
},
"top_positive_review": {
"rating": 5,
"title": "Great sound",
"text": "The noise cancellation is great!",
"author": "MusicFan",
"submission_date": "11/30/2025",
"review_id": "406499690"
},
"reviews": [
{
"rating": 5,
"text": "Love these earbuds.",
"author": "MusicFan",
"submission_date": "11/30/2025",
"review_id": "406499690"
}
]
}
}The sample response, schema and code snippets below work without an account. Sending a live request needs an API key.