{"uid":"cap_yGTTup2gsY31CKKAERcze","slug":"agents-openwebninja-com-walmart-product-reviews-9b9129d8","name":"Walmart Product Reviews","description":"Get customer reviews for a Walmart product with pagination, sorting, and rating filter options. Includes review text, ratings, author info, and review statistics.","url":"https://agents.openwebninja.com/real-time-walmart-data/product-reviews?utm_source=zero.xyz","method":"GET","headers":{},"bodySchema":{"type":"object","required":["product_id"],"properties":{"page":{"type":"number","default":1,"maximum":100,"minimum":1,"description":"Page number for pagination. Default is 1."},"sort":{"enum":["relevancy","recent","rating_high_low","rating_low_high"],"type":"string","default":"relevancy","description":"Sort order for reviews. Default is 'relevancy'."},"limit":{"type":"number","default":10,"maximum":50,"minimum":1,"description":"Number of reviews to return per page (1-50). Default is 10."},"domain":{"enum":["us","ca"],"type":"string","default":"us","description":"Walmart domain. 'us' for walmart.com, 'ca' for walmart.ca. Default is 'us'."},"rating":{"type":"number","default":5,"maximum":5,"minimum":1,"description":"Filter reviews by star rating (1-5). Only returns reviews with the specified rating."},"product_id":{"type":"string","description":"Walmart product ID. For domain 'us' this can be the numeric us_item_id (e.g. '609040889') or the alphanumeric product_id (e.g. '4SZSM8SXAAJT'); alphanumeric IDs are automatically resolved to numeric IDs. For domain 'ca' use the `us_item_id` value returned by search (e.g. '875806'); the numeric internal `product_id` returns reviews without product details."}}},"responseSchema":{"type":"object","properties":{"data":{"type":"object","properties":{"page":{"type":"integer","description":"The current page number of results."},"rating":{"type":"number","description":"The average product rating."},"product":{"type":"object","properties":{"url":{"type":"string","description":"The product page URL."},"name":{"type":"string","description":"The product name."},"categories":{"type":"array","items":{"type":"object","properties":{"url":{"type":"string","description":"The category URL."},"name":{"type":"string","description":"The category name."}}},"description":"The category breadcrumb list for the product."}}},"reviews":{"type":"array","items":{"type":"object","properties":{"id":{"type":"string","description":"The identifier of the review."},"body":{"type":"string","description":"The text content of the review."},"date":{"type":"string","description":"The date the review was posted."},"media":{"type":"array","items":{"type":"object"},"description":"A list of media items associated with the review."},"title":{"type":"string","description":"The title of the review."},"author":{"type":"string","description":"The author name shown for the review."},"badges":{"type":"array","items":{"type":"string"},"description":"A list of badge labels applied to the review."},"rating":{"type":"integer","description":"The star rating given in the review."},"source":{"type":"object","properties":{"author_id":{"type":"string","description":"The author identifier from the source metadata when provided."},"author_name":{"type":"string","description":"The author name from the source metadata when provided."},"external_source":{"type":"string","description":"The external source name when applicable."},"verified_purchase":{"type":"boolean","description":"Whether the review is marked as a verified purchase."},"is_external_source":{"type":"boolean","description":"Whether the review originates from an external source."}}},"position":{"type":"integer","description":"The position of the review in the returned list."},"top_reviewer":{"type":"boolean","description":"Whether the author is marked as a top reviewer."},"negative_feedback":{"type":"integer","description":"The count of negative feedback votes for the review."},"positive_feedback":{"type":"integer","description":"The count of positive feedback votes for the review."}}},"description":"A paginated list of individual product reviews."},"per_page":{"type":"integer","description":"The number of reviews returned per page."},"total_pages":{"type":"integer","description":"The total number of pages available."},"review_count":{"type":"integer","description":"The total number of reviews for the product."},"ratings_count":{"type":"integer","description":"The total number of ratings for the product."},"rating_breakdown":{"type":"object","properties":{"one":{"type":"integer","description":"The count of 1-star ratings."},"two":{"type":"integer","description":"The count of 2-star ratings."},"five":{"type":"integer","description":"The count of 5-star ratings."},"four":{"type":"integer","description":"The count of 4-star ratings."},"three":{"type":"integer","description":"The count of 3-star ratings."}}},"top_negative_review":{"type":"object","properties":{"id":{"type":"string","description":"The identifier of the top negative review."},"body":{"type":"string","description":"The text content of the top negative review."},"date":{"type":"string","description":"The date the top negative review was posted."},"title":{"type":"string","description":"The title of the top negative review."},"author":{"type":"string","description":"The author name of the top negative review."},"rating":{"type":"integer","description":"The rating given in the top negative review."},"negative_feedback":{"type":"integer","description":"The count of negative feedback votes for the review."},"positive_feedback":{"type":"integer","description":"The count of positive feedback votes for the review."}}},"top_positive_review":{"type":"object","properties":{"id":{"type":"string","description":"The identifier of the top positive review."},"body":{"type":"string","description":"The text content of the top positive review."},"date":{"type":"string","description":"The date the top positive review was posted."},"title":{"type":"string","description":"The title of the top positive review."},"author":{"type":"string","description":"The author name of the top positive review."},"rating":{"type":"integer","description":"The rating given in the top positive review."},"negative_feedback":{"type":"integer","description":"The count of negative feedback votes for the review."},"positive_feedback":{"type":"integer","description":"The count of positive feedback votes for the review."}}},"recommended_percentage":{"type":"integer","description":"The percentage of reviewers who recommend the product."}}},"status":{"type":"string","description":"The status of the API response."},"parameters":{"type":"object","properties":{"page":{"type":"integer","description":"The page number of reviews to return."},"sort":{"type":"string","description":"The sorting method used for returned reviews."},"limit":{"type":"integer","description":"The maximum number of reviews to return per page."},"domain":{"type":"string","description":"The store or domain used as the data source."},"product_id":{"type":"string","description":"The product identifier to fetch reviews for."}}},"request_id":{"type":"string","description":"A unique identifier for this request."}}},"example":null,"exampleRequest":null,"tags":[],"displayCostAmount":"unknown","displayCostAsset":"USD","priceDynamic":true,"priceHint":null,"priceStatus":"unprobed","priceSource":"registry","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"unknown","summary":"price unknown","primary":{"kind":"dynamic","protocol":"mpp","network":"tempo","amountUsd":null,"per":"call","confidence":"unknown"},"accepted":[{"kind":"dynamic","protocol":"mpp","network":"tempo","amountUsd":null,"per":"call","confidence":"unknown"}]},"paymentMethods":[{"uid":"pm_B5ksvMXuvQlrKXUzqPeLW","protocol":"mpp","methodType":"crypto","chain":"tempo","mode":"charge","costAmount":"unknown","costPer":"request","priority":0,"asset":null,"unit":"request","depositMicros":null,"planRef":null}],"brandName":"agents.openwebninja.com","brandSlug":"agents-openwebninja-com-x402","brandBaseUrl":"https://agents.openwebninja.com","brandDocsUrl":null,"whatItDoes":"Fetches paginated customer reviews for a Walmart product (US or CA), including review text, star ratings, author info, badges, and review statistics.","exampleAgentPrompt":"Can you pull the 20 most recent verified customer reviews for Walmart product ID 609040889 on walmart.com, sorted by newest first?","exampleUseCases":[{"title":"Competitor product sentiment analysis","prompt":"Grab the top 50 most relevant customer reviews for Walmart product 4SZSM8SXAAJT and summarize what people love and hate about it."},{"title":"Quality control monitoring for 1-star complaints","prompt":"Show me all the 1-star reviews for Walmart product ID 609040889 — I want to see what's driving the bad ratings, starting from page 1."},{"title":"Canadian Walmart product review check","prompt":"Pull the first page of customer reviews for Walmart Canada product 875806 from walmart.ca, sorted by highest rating first, 10 reviews per page."}],"resultDescription":"Returns a JSON object containing the current page number, overall average rating, product details (name, URL, categories), and an array of reviews each with: review ID, title, body text, star rating, author name, post date, verified purchase status, badges, media attachments, source metadata, and position in results.","failureModes":["Invalid or non-existent product_id returns empty reviews array or error","Using alphanumeric product_id for Walmart Canada domain may return reviews without product details","Requesting a page number beyond available results returns empty reviews array","Rating filter with no matching reviews returns empty array","Rate limiting or upstream Walmart data unavailability returns API error","Invalid domain value (not 'us' or 'ca') returns validation error"],"whenToPreferThis":"Choose this endpoint when you need real-time, structured customer review data for a specific Walmart product — including review text, ratings, author info, and verified purchase flags — with flexible filtering by star rating, sorting by relevancy/recency/rating, and pagination. Prefer over scraping when you need JSON output, and over Amazon review endpoints when the target product is specifically on Walmart.com or Walmart.ca.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-14T00:36:34.033Z","isFirstParty":false,"canonicalSlug":"agents-openwebninja-com-walmart-product-reviews-9b9129d8"}