# Walmart Reviews and Ratings Scraper (Top 8)

**Use case:** 

Scrape top reviews and rating breakdowns from Walmart product pages. Returns average stars, review count, five-star histogram, and top 8 reviews per item.

## Input

```json
{
  "startUrls": [],
  "itemIds": [
    "10450114",
    "5689919121",
    "14566603957",
    "2513765448",
    "3491792460"
  ],
  "language": "en-US",
  "maxItems": 0,
  "scrapeReviewSample": true,
  "scrapeVariants": false,
  "zipCode": "94103",
  "concurrency": 5
}
```

## Output

```json
{
  "itemId": {
    "label": "Item ID",
    "format": "string"
  },
  "title": {
    "label": "Title",
    "format": "string"
  },
  "brand": {
    "label": "Brand",
    "format": "string"
  },
  "price": {
    "label": "Price",
    "format": "object"
  },
  "listPrice": {
    "label": "List price",
    "format": "object"
  },
  "unitPrice": {
    "label": "Unit price",
    "format": "object"
  },
  "currency": {
    "label": "Currency",
    "format": "string"
  },
  "inStock": {
    "label": "In stock",
    "format": "boolean"
  },
  "availabilityStatus": {
    "label": "Availability",
    "format": "string"
  },
  "stockText": {
    "label": "Stock text",
    "format": "string"
  },
  "stars": {
    "label": "Stars",
    "format": "number"
  },
  "reviewsCount": {
    "label": "Reviews count",
    "format": "integer"
  },
  "starsBreakdown": {
    "label": "Stars breakdown",
    "format": "object"
  },
  "sellerType": {
    "label": "Seller type (1P/3P)",
    "format": "string"
  },
  "seller": {
    "label": "Seller",
    "format": "object"
  },
  "shipsFrom": {
    "label": "Ships from",
    "format": "string"
  },
  "shipping": {
    "label": "Shipping",
    "format": "object"
  },
  "pickup": {
    "label": "Pickup",
    "format": "object"
  },
  "delivery": {
    "label": "Delivery",
    "format": "object"
  },
  "isRollback": {
    "label": "Rollback",
    "format": "boolean"
  },
  "isClearance": {
    "label": "Clearance",
    "format": "boolean"
  },
  "isFlashDeal": {
    "label": "Flash deal",
    "format": "boolean"
  },
  "isBestSeller": {
    "label": "Best seller",
    "format": "boolean"
  },
  "isSponsored": {
    "label": "Sponsored",
    "format": "boolean"
  },
  "isMultipack": {
    "label": "Multipack",
    "format": "boolean"
  },
  "multipackCount": {
    "label": "Multipack count",
    "format": "integer"
  },
  "breadCrumbs": {
    "label": "Breadcrumbs",
    "format": "array"
  },
  "categoryPath": {
    "label": "Category path",
    "format": "string"
  },
  "description": {
    "label": "Description",
    "format": "string"
  },
  "shortDescription": {
    "label": "Short description",
    "format": "string"
  },
  "features": {
    "label": "Features",
    "format": "array"
  },
  "highlights": {
    "label": "Highlights",
    "format": "array"
  },
  "specifications": {
    "label": "Specifications",
    "format": "array"
  },
  "variantAttributes": {
    "label": "Variant attributes",
    "format": "array"
  },
  "variantDetails": {
    "label": "Variant details",
    "format": "array"
  },
  "thumbnailImage": {
    "label": "Thumbnail",
    "format": "string"
  },
  "highResolutionImages": {
    "label": "Images",
    "format": "array"
  },
  "videosCount": {
    "label": "Videos count",
    "format": "integer"
  },
  "topReviews": {
    "label": "Top reviews",
    "format": "array"
  },
  "answeredQuestions": {
    "label": "Answered questions",
    "format": "integer"
  },
  "returnPolicy": {
    "label": "Return policy",
    "format": "string"
  },
  "warranty": {
    "label": "Warranty",
    "format": "string"
  },
  "modelNumber": {
    "label": "Model number",
    "format": "string"
  },
  "manufacturer": {
    "label": "Manufacturer",
    "format": "string"
  },
  "upc": {
    "label": "UPC",
    "format": "string"
  },
  "gtin": {
    "label": "GTIN",
    "format": "string"
  },
  "wpid": {
    "label": "WPID",
    "format": "string"
  },
  "sku": {
    "label": "SKU",
    "format": "string"
  },
  "usItemId": {
    "label": "US Item ID",
    "format": "string"
  },
  "url": {
    "label": "URL",
    "format": "string"
  },
  "zipCode": {
    "label": "ZIP code",
    "format": "string"
  },
  "input": {
    "label": "Input echo",
    "format": "object"
  },
  "scrapedAt": {
    "label": "Scraped at",
    "format": "string"
  }
}
```

## About this Actor

This example demonstrates how to use [Walmart Product Scraper · Fast Go HTTP](https://apify.com/santamaria-automations/walmart-scraper) with a specific input configuration. Visit the [Actor detail page](https://apify.com/santamaria-automations/walmart-scraper) to learn more, explore other use cases, and run it yourself.