Walmart

Get Walmart product reviews

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.

get/walmart/product/{item_id}/reviews

Request

  • Base URL: https://api.crawlora.net/api/v1
  • URL: https://api.crawlora.net/api/v1/walmart/product/{item_id}/reviews
  • Auth: API key in header x-api-key

Path parameters

item_idstring required

Walmart item id (the numeric id in a /ip/{id} URL)

Headers

x-api-keystring required

API key required

Response

OK

codeinteger
msgstring

Example response

{
  "code": 200,
  "data": {
    "average_rating": 4.3,
    "item_id": "5689919121",
    "rating_counts": {
      "five_star": 1698,
      "four_star": 273,
      "one_star": 215,
      "three_star": 150,
      "two_star": 116
    },
    "recommended_percent": 87,
    "reviews": [
      {
        "author": "MusicFan",
        "negative_feedback": 1,
        "positive_feedback": 12,
        "rating": 5,
        "review_id": "406499690",
        "submission_date": "11/30/2025",
        "title": "Great sound"
      }
    ],
    "reviews_with_text_count": 1345,
    "top_negative_review": {
      "author": "MusicFan",
      "negative_feedback": 1,
      "positive_feedback": 12,
      "rating": 5,
      "review_id": "406499690",
      "submission_date": "11/30/2025",
      "title": "Great sound"
    },
    "top_positive_review": {
      "author": "MusicFan",
      "negative_feedback": 1,
      "positive_feedback": 12,
      "rating": 5,
      "review_id": "406499690",
      "submission_date": "11/30/2025",
      "title": "Great sound"
    },
    "total_review_count": 2452
  },
  "msg": "OK"
}

Changes

No recorded changes to this operation across all 3 revisions of this API.