Name: ABCproxy Residential IP Proxy
Brand: ABCproxy
Price: 16.5 USD
Rating: 4.9 (500 reviews)

大規模提取實時、準確的
Walmart搜索結果

無封鎖、無驗證碼 - 只有乾淨、結構化的數據

输入参数

engine

搜索引擎

设置爬虫为'walmart'获取网页、图片搜索结果。 (数据源: 'walmart', 'walmart_product', 'walmart_product_reviews')

query

查询

输入UTF-8编码的搜索查询。

sort

排序方式

定义搜索结果排序方式。

cat_id

分类ID

Walmart搜索中的商品分类。

facet

筛选条件

根据商品属性定义筛选条件。

page

页码

用于获取特定页面的商品数据。

Input


import requests

params = {
    "engine": "walmart", 
    "query": "Coffee", 
    "api_key": "*****************", 
    "sort": "price_low", 
    "min_price": "10", 
    "max_price": "10000", 
    
}
response = requests.get(
"https://serpapi.abcproxy.com/search", 
params=params)
print(response.json())

Output


{
  "search_parameters": {
    "engine": "walmart",
    "device": "",
    "no_cache": true,
    "async": false,
    "zero_trace": false,
    "api_key": "*****************",
    "output": "",
    "cookie": "",
    "fetch_mode": "dynamic",
    "get_type": "",
    "location": "",
    "zone": "",
    "query": "Coffee",
    "walmart_domain": "",
    "sort": "price_low",
    "cat_id": 0,
    "facet": 0,
    "store_id": 0,
    "min_price": 10,
    "max_price": 10000,
    "page": 0,
    "ibp": 0
  },
  "search_metadata": {
    "id": "0433c44f-d5be-42a3-975d-dd1d10c15f6d",
    "status": "",
    "json_endpoint": "https://webserp.abcproxy.com/files/8c83190480519cc6/0433c44f-d5be-42a3-975d-dd1d10c15f6d.json",
    "created_at": "2025-06-11 14:31:10",
    "processed_at": "",
    "walmart_url": "https://www.walmart.com/search?max_price=10000&min_price=10&query=Coffee&sort=price_low",
    "raw_html_file": "https://webserp.abcproxy.com/files/8c83190480519cc6/0433c44f-d5be-42a3-975d-dd1d10c15f6d.html",
    "xray_html_file": "https://webserp.abcproxy.com/files/8c83190480519cc6/0433c44f-d5be-42a3-975d-dd1d10c15f6d.xray",
    "total_time_taken": "12.7230"
  },
  "search_information": {
    "location": {
      "postal_code": "95829",
      "province_code": "CA",
      "city": "Sacramento",
      "store_id": "3081"
    },
    "total_results": 34830
  },
  "filters": [
    {
      "type": "cat_id",
      "values": [
        {
          "id": "976759",
          "item_count": 32105,
          "name": "Food",
          "type": "cat_id",
          "url": "/browse/food/976759"
        },
        {
          "id": "4044",
          "item_count": 2039,
          "name": "Home",
          "type": "cat_id",
          "url": "/browse/home/4044"
        }
      ],
      "name": "Departments"
    },
    {
      "name": "Price",
      "type": "price",
      "min": 0,
      "max": 30,
      "step_size": 1
    },
    {
      "name": "Brand",
      "type": "brand",
      "values": [
        {
          "name": "Great Value",
          "type": null,
          "url": null,
          "id": "Great Value",
          "item_count": 72
        },
        {
          "id": "bettergoods",
          "item_count": 15,
          "name": "bettergoods",
          "type": null,
          "url": null
        },
        {
          "id": "Folgers",
          "item_count": 1389,
          "name": "Folgers",
          "type": null,
          "url": null
        },
        {
          "item_count": 2398,
          "name": "Starbucks",
          "type": null,
          "url": null,
          "id": "Starbucks"
        },
        {
          "type": null,
          "url": null,
          "id": "Maxwell House",
          "item_count": 497,
          "name": "Maxwell House"
        },
        {
          "id": "Cafe Bustelo",
          "item_count": 270,
          "name": "Cafe Bustelo",
          "type": null,
          "url": null
        },
        {
          "item_count": 843,
          "name": "Dunkin'",
          "type": null,
          "url": null,
          "id": "Dunkin'"
        },
        {
          "item_count": 44,
          "name": "Coffeemate",
          "type": null,
          "url": null,
          "id": "Coffeemate"
        },
        {
          "item_count": 14,
          "name": "International Delight",
          "type": null,
          "url": null,
          "id": "International Delight"
        },
        {
          "url": null,
          "id": "SToK",
          "item_count": 16,
          "name": "SToK",
          "type": null
        },
        {
          "id": "Black Rifle Coffee Company",
          "item_count": 138,
          "name": "Black Rifle Coffee Company",
          "type": null,
          "url": null
        },
        {
          "type": null,
          "url": null,
          "id": "Community Coffee",
          "item_count": 433,
          "name": "Community Coffee"
        },
        {
          "url": null,
          "id": "Gevalia",
          "item_count": 196,
          "name": "Gevalia",
          "type": null
        },
        {
          "item_count": 224,
          "name": "Seattle's Best Coffee",
          "type": null,
          "url": null,
          "id": "Seattle's Best Coffee"
        },
        {
          "id": "Green Mountain Coffee Roasters",
          "item_count": 1002,
          "name": "Green Mountain Coffee Roasters",
          "type": null,
          "url": null
        },
        {
          "url": null,
          "id": "Peet's Coffee",
          "item_count": 553,
          "name": "Peet's Coffee",
          "type": null
        },
        {
          "item_count": 90,
          "name": "Death Wish Coffee",
          "type": null,
          "url": null,
          "id": "Death Wish Coffee"
        },
        {
          "id": "The Original Donut Shop",
          "item_count": 430,
          "name": "The Original Donut Shop",
          "type": null,
          "url": null
        },
        {
          "id": "Eight O'Clock",
          "item_count": 278,
          "name": "Eight O'Clock",
          "type": null,
          "url": null
        },
        {
          "item_count": 86,
          "name": "New England Coffee",
          "type": null,
          "url": null,
          "id": "New England Coffee"
        }
      ]
    },
    {
      "name": "Fulfillment Speed",
      "type": "fulfillment_speed",
      "values": [
        {
          "name": "Today",
          "type": null,
          "url": null,
          "id": "Today",
          "item_count": 0
        },
        {
          "id": "Tomorrow",
          "item_count": 0,
          "name": "Tomorrow",
          "type": null,
          "url": null
        },
        {
          "type": null,
          "url": null,
          "id": "2 days",
          "item_count": 0,
          "name": "2 days"
        },
        {
          "id": "Anytime",
          "item_count": 0,
          "name": "Anytime",
          "type": null,
          "url": null
        }
      ]
    },
    {
      "name": "Subscription",
      "type": "subscription_eligible",
      "values": [
        {
          "id": "Subscription item",
          "item_count": 2227,
          "name": "Subscription item",
          "type": null,
          "url": null
        }
      ]
    },
    {
      "type": "exclude_oos",
      "values": [
        {
          "url": null,
          "id": "Show available items only",
          "item_count": null,
          "name": "Show available items only",
          "type": null
        }
      ],
      "name": "Availability"
    },
    {
      "name": "Walmart Cash Offers",
      "type": "reward_eligible",
      "values": [
        {
          "name": "Walmart Cash eligible",
          "type": null,
          "url": null,
          "id": "Walmart Cash eligible",
          "item_count": 3
        }
      ]
    },
    {
      "name": "Coffee Form",
      "type": "food_form",
      "values": [
        {
          "name": "Ground",
          "type": null,
          "url": null,
          "id": "Ground",
          "item_count": 7396
        },
        {
          "url": null,
          "id": "Liquids",
          "item_count": 618,
          "name": "Liquids",
          "type": null
        },
        {
          "name": "Powders",
          "type": null,
          "url": null,
          "id": "Powders",
          "item_count": 1525
        },
        {
          "item_count": 56,
          "name": "Bars",
          "type": null,
          "url": null,
          "id": "Bars"
        },
        {
          "id": "Whole",
          "item_count": 46,
          "name": "Whole",
          "type": null,
          "url": null
        },
        {
          "id": "Balls",
          "item_count": 156,
          "name": "Balls",
          "type": null,
          "url": null
        },
        {
          "url": null,
          "id": "Bites",
          "item_count": 54,
          "name": "Bites",
          "type": null
        },
        {
          "id": "Blocks",
          "item_count": 5,
          "name": "Blocks",
          "type": null,
          "url": null
        },
        {
          "id": "Cakes",
          "item_count": 4,
          "name": "Cakes",
          "type": null,
          "url": null
        },
        {
          "name": "Capsules",
          "type": null,
          "url": null,
          "id": "Capsules",
          "item_count": 781
        },
        {
          "name": "Chips",
          "type": null,
          "url": null,
          "id": "Chips",
          "item_count": 2
        },
        {
          "item_count": 1,
          "name": "Chopped",
          "type": null,
          "url": null,
          "id": "Chopped"
        },
        {
          "name": "Clusters",
          "type": null,
          "url": null,
          "id": "Clusters",
          "item_count": 1
        },
        {
          "url": null,
          "id": "Concentrated",
          "item_count": 1,
          "name": "Concentrated",
          "type": null
        },
        {
          "url": null,
          "id": "Crumbles",
          "item_count": 1,
          "name": "Crumbles",
          "type": null
        },
        {
          "id": "Cubes",
          "item_count": 29,
          "name": "Cubes",
          "type": null,
          "url": null
        },
        {
          "id": "Cups",
          "item_count": 18,
          "name": "Cups",
          "type": null,
          "url": null
        },
        {
          "type": null,
          "url": null,
          "id": "Discs",
          "item_count": 58,
          "name": "Discs"
        },
        {
          "item_count": 1,
          "name": "Gels",
          "type": null,
          "url": null,
          "id": "Gels"
        }
      ]
    },
    {
      "name": "Roast Type",
      "type": "roast_type",
      "values": [
        {
          "id": "Light Roast",
          "item_count": 2188,
          "name": "Light Roast",
          "type": null,
          "url": null
        },
        {
          "item_count": 10604,
          "name": "Medium Roast",
          "type": null,
          "url": null,
          "id": "Medium Roast"
        },
        {
          "type": null,
          "url": null,
          "id": "Medium-Dark Roast",
          "item_count": 920,
          "name": "Medium-Dark Roast"
        },
        {
          "url": null,
          "id": "Dark Roast",
          "item_count": 4289,
          "name": "Dark Roast",
          "type": null
        },
        {
          "id": "Medium-Light Roast",
          "item_count": 196,
          "name": "Medium-Light Roast",
          "type": null,
          "url": null
        },
        {
          "type": null,
          "url": null,
          "id": "Extreme-Dark",
          "item_count": 34,
          "name": "Extreme-Dark"
        },
        {
          "id": "Espresso Dark Roast",
          "item_count": 161,
          "name": "Espresso Dark Roast",
          "type": null,
          "url": null
        }
      ]
    },
    {
      "type": "caffeine_designation",
      "values": [
        {
          "id": "Decaffeinated",
          "item_count": 2556,
          "name": "Decaffeinated",
          "type": null,
          "url": null
        },
        {
          "item_count": 7914,
          "name": "Naturally Caffeinated",
          "type": null,
          "url": null,
          "id": "Naturally Caffeinated"
        },
        {
          "item_count": 1112,
          "name": "Caffeine Added",
          "type": null,
          "url": null,
          "id": "Caffeine Added"
        },
        {
          "id": "Caffeine-Free",
          "item_count": 805,
          "name": "Caffeine-Free",
          "type": null,
          "url": null
        },
        {
          "item_count": 65,
          "name": "Contains Trace Amounts of Caffeine",
          "type": null,
          "url": null,
          "id": "Contains Trace Amounts of Caffeine"
        },
        {
          "id": "Half Caffeine",
          "item_count": 211,
          "name": "Half Caffeine",
          "type": null,
          "url": null
        },
        {
          "type": null,
          "url": null,
          "id": "High Caffeine",
          "item_count": 248,
          "name": "High Caffeine"
        },
        {
          "type": null,
          "url": null,
          "id": "Naturally Decaffeinated",
          "item_count": 207,
          "name": "Naturally Decaffeinated"
        }
      ],
      "name": "Caffeine Designation"
    },
    {
      "name": "Flavor",
      "type": "flavor",
      "values": [
        {
          "url": null,
          "id": "Unflavored",
          "item_count": 635,
          "name": "Unflavored",
          "type": null
        },
        {
          "name": "Vanilla",
          "type": null,
          "url": null,
          "id": "Vanilla",
          "item_count": 258
        },
        {
          "name": "Cinnamon",
          "type": null,
          "url": null,
          "id": "Cinnamon",
          "item_count": 88
        },
        {
          "item_count": 373,
          "name": "Caramel",
          "type": null,
          "url": null,
          "id": "Caramel"
        },
        {
          "url": null,
          "id": "French Vanilla",
          "item_count": 476,
          "name": "French Vanilla",
          "type": null
        },
        {
          "id": "Hazelnut",
          "item_count": 522,
          "name": "Hazelnut",
          "type": null,
          "url": null
        },
        {
          "name": "Cranberry",
          "type": null,
          "url": null,
          "id": "Cranberry",
          "item_count": 2
        },
        {
          "type": null,
          "url": null,
          "id": "Chocolate",
          "item_count": 173,
          "name": "Chocolate"
        },
        {
          "item_count": 401,
          "name": "Original",
          "type": null,
          "url": null,
          "id": "Original"
        },
        {
          "url": null,
          "id": "Orange",
          "item_count": 5,
          "name": "Orange",
          "type": null
        },
        {
          "item_count": 5,
          "name": "Lemon",
          "type": null,
          "url": null,
          "id": "Lemon"
        },
        {
          "type": null,
          "url": null,
          "id": "Cherry",
          "item_count": 36,
          "name": "Cherry"
        },
        {
          "id": "Grape",
          "item_count": 7,
          "name": "Grape",
          "type": null,
          "url": null
        },
        {
          "name": "Peach",
          "type": null,
          "url": null,
          "id": "Peach",
          "item_count": 5
        },
        {
          "url": null,
          "id": "Berry",
          "item_count": 4,
          "name": "Berry",
          "type": null
        },
        {
          "type": null,
          "url": null,
          "id": "Apple",
          "item_count": 3,
          "name": "Apple"
        },
        {
          "name": "Raspberry",
          "type": null,
          "url": null,
          "id": "Raspberry",
          "item_count": 7
        },
        {
          "url": null,
          "id": "Blueberry",
          "item_count": 26,
          "name": "Blueberry",
          "type": null
        },
        {
          "id": "Cola",
          "item_count": 2,
          "name": "Cola",
          "type": null,
          "url": null
        },
        {
          "type": null,
          "url": null,
          "id": "Coconut",
          "item_count": 37,
          "name": "Coconut"
        }
      ]
    },
    {
      "name": "Container",
      "type": "container_type",
      "values": [
        {
          "item_count": 4612,
          "name": "Box",
          "type": null,
          "url": null,
          "id": "Box"
        },
        {
          "url": null,
          "id": "Bottle",
          "item_count": 511,
          "name": "Bottle",
          "type": null
        },
        {
          "id": "Can",
          "item_count": 841,
          "name": "Can",
          "type": null,
          "url": null
        },
        {
          "id": "Packet",
          "item_count": 458,
          "name": "Packet",
          "type": null,
          "url": null
        },
        {
          "type": null,
          "url": null,
          "id": "Cup",
          "item_count": 2170,
          "name": "Cup"
        },
        {
          "id": "Pouch",
          "item_count": 165,
          "name": "Pouch",
          "type": null,
          "url": null
        },
        {
          "item_count": 46,
          "name": "Vacuum Pack",
          "type": null,
          "url": null,
          "id": "Vacuum Pack"
        },
        {
          "name": "Tray",
          "type": null,
          "url": null,
          "id": "Tray",
          "item_count": 5
        },
        {
          "id": "Bag",
          "item_count": 6652,
          "name": "Bag",
          "type": null,
          "url": null
        },
        {
          "item_count": 2,
          "name": "Bucket",
          "type": null,
          "url": null,
          "id": "Bucket"
        },
        {
          "id": "Canister",
          "item_count": 650,
          "name": "Canister",
          "type": null,
          "url": null
        },
        {
          "type": null,
          "url": null,
          "id": "Carton",
          "item_count": 399,
          "name": "Carton"
        },
        {
          "id": "Jar",
          "item_count": 571,
          "name": "Jar",
          "type": null,
          "url": null
        },
        {
          "type": null,
          "url": null,
          "id": "Jug",
          "item_count": 7,
          "name": "Jug"
        },
        {
          "id": "Pod",
          "item_count": 2942,
          "name": "Pod",
          "type": null,
          "url": null
        },
        {
          "url": null,
          "id": "Tin",
          "item_count": 6,
          "name": "Tin",
          "type": null
        },
        {
          "item_count": 3,
          "name": "Tub",
          "type": null,
          "url": null,
          "id": "Tub"
        },
        {
          "type": null,
          "url": null,
          "id": "Wrapper",
          "item_count": 3,
          "name": "Wrapper"
        }
      ]
    },
    {
      "name": "Coffee Drink Type",
      "type": "ib_coffee_drink_type",
      "values": [
        {
          "item_count": 12,
          "name": "Americano",
          "type": null,
          "url": null,
          "id": "Americano"
        },
        {
          "id": "Black Coffee",
          "item_count": 2989,
          "name": "Black Coffee",
          "type": null,
          "url": null
        },
        {
          "url": null,
          "id": "Blended Coffee",
          "item_count": 839,
          "name": "Blended Coffee",
          "type": null
        },
        {
          "id": "Cafe au Lait",
          "item_count": 3,
          "name": "Cafe au Lait",
          "type": null,
          "url": null
        },
        {
          "id": "Cappuccino",
          "item_count": 229,
          "name": "Cappuccino",
          "type": null,
          "url": null
        },
        {
          "type": null,
          "url": null,
          "id": "Coffee Concentrate",
          "item_count": 7,
          "name": "Coffee Concentrate"
        },
        {
          "id": "Cold Brew",
          "item_count": 574,
          "name": "Cold Brew",
          "type": null,
          "url": null
        },
        {
          "url": null,
          "id": "Cortado",
          "item_count": 18,
          "name": "Cortado",
          "type": null
        },
        {
          "url": null,
          "id": "Double Espresso",
          "item_count": 65,
          "name": "Double Espresso",
          "type": null
        },
        {
          "type": null,
          "url": null,
          "id": "Drip Brewed",
          "item_count": 378,
          "name": "Drip Brewed"
        },
        {
          "name": "Espresso",
          "type": null,
          "url": null,
          "id": "Espresso",
          "item_count": 1398
        },
        {
          "type": null,
          "url": null,
          "id": "Espresso Con Panna",
          "item_count": 19,
          "name": "Espresso Con Panna"
        },
        {
          "name": "Frappe",
          "type": null,
          "url": null,
          "id": "Frappe",
          "item_count": 56
        },
        {
          "id": "French Press",
          "item_count": 163,
          "name": "French Press",
          "type": null,
          "url": null
        },
        {
          "item_count": 142,
          "name": "Iced Coffee",
          "type": null,
          "url": null,
          "id": "Iced Coffee"
        },
        {
          "id": "Iced Latte",
          "item_count": 15,
          "name": "Iced Latte",
          "type": null,
          "url": null
        },
        {
          "name": "Latte",
          "type": null,
          "url": null,
          "id": "Latte",
          "item_count": 302
        },
        {
          "type": null,
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  }
}

Output Preview

输入参数

engine

搜索引擎

设置爬虫为'walmart_product'获取商品详情数据。 (数据源: 'walmart', 'walmart_product', 'walmart_product_reviews')

product_id

商品ID

输入商品ID

store_id

店铺筛选

店铺ID，用于筛选特定店铺的商品。

Input


import requests

params = {
    "engine": "walmart_product", 
    "product_id": "5689919121", 
    "api_key": "*****************", 
    "fetch_mode": "dynamic", 
    "no_cache": "true", 
    
}
response = requests.get(
"https://serpapi.abcproxy.com/search", 
params=params)
print(response.json())

Output


{
  "search_parameters": {
    "engine": "walmart_product",
    "device": "",
    "no_cache": true,
    "async": false,
    "zero_trace": false,
    "api_key": "*****************",
    "output": "",
    "cookie": "",
    "fetch_mode": "dynamic",
    "get_type": "",
    "location": "",
    "zone": "",
    "product_id": "5689919121",
    "walmart_domain": "",
    "store_id": 0
  },
  "search_metadata": {
    "id": "bee7bc1a-6866-4593-94cb-e55e29f9f723",
    "status": "",
    "json_endpoint": "https://webserp.abcproxy.com/files/fc969cf072afa9f0/bee7bc1a-6866-4593-94cb-e55e29f9f723.json",
    "created_at": "2025-06-11 14:37:08",
    "processed_at": "",
    "walmart_product_url": "https://www.walmart.com/ip/5689919121",
    "raw_html_file": "https://webserp.abcproxy.com/files/fc969cf072afa9f0/bee7bc1a-6866-4593-94cb-e55e29f9f723.html",
    "xray_html_file": "https://webserp.abcproxy.com/files/fc969cf072afa9f0/bee7bc1a-6866-4593-94cb-e55e29f9f723.xray",
    "total_time_taken": "12.3743"
  },
  "search_information": {
    "location": {
      "store_id": "2038",
      "postal_code": "20149",
      "province_code": "VA",
      "city": "Ashburn"
    }
  },
  "product_result": {
    "upc": "195949704529",
    "title": "Apple AirPods Pro 2, Wireless Earbuds, Active Noise Cancellation, Hearing Aid Feature",
    "categories": [
      {
        "name": "Electronics",
        "url": "/cp/electronics/3944"
      },
      {
        "name": "Audio",
        "url": "/browse/audio/3944_133251"
      },
      {
        "name": "Headphones",
        "url": "/cp/headphones/1095191"
      },
      {
        "name": "Shop Headphones by Type",
        "url": "/browse/electronics/shop-headphones-by-type/3944_133251_1095191_1230614"
      },
      {
        "name": "Noise Cancelling Headphones",
        "url": "/browse/electronics/noise-cancelling-headphones/3944_133251_1095191_1230614_6051360"
      }
    ],
    "manufacture_number": "MTJV3AM/A",
    "offer_id": "9DF22736171B3DCD8FAC29C7E1D80EDA",
    "offer_type": "ONLINE_AND_STORE",
    "delivery_option": {
      "arrival_date": 1749679140000,
      "display_arrival_date": "2025-06-11T21:59:00.000Z"
    },
    "product_type_id": "4159",
    "images": [
      "https://i5.walmartimages.com/seo/Apple-AirPods-Pro-2-Wireless-Earbuds-Active-Noise-Cancellation-Hearing-Aid-Feature_4e23623d-94ed-4bac-851a-b1fde7eeb962.1523af65ffb7f2e2be28c8b3f0a008fa.jpeg",
      "https://i5.walmartimages.com/asr/757d7f3f-9cea-42f7-950b-4e4b54cb0f9f.7b5c0548ce9e62b090439cdf30898046.jpeg",
      "https://i5.walmartimages.com/asr/e0ee6d5d-8d97-4dff-bc55-8c93c352d087.5be509b988a862ca5faba74e264bb5c2.jpeg",
      "https://i5.walmartimages.com/asr/1bf4595f-7341-4198-aa7d-912f292fcd59.7bdbf66e1e156e458a577e5fab6246e2.jpeg",
      "https://i5.walmartimages.com/asr/c6ff5d9b-f154-43fe-9310-c8e9f93aff8a.5d00caaa47b70a0e2835a850cc5394bd.jpeg",
      "https://i5.walmartimages.com/asr/9adda7b8-956f-409b-80dc-748212f101b4.07a388b6a4fd797952b6e48ce2965d0f.jpeg",
      "https://i5.walmartimages.com/asr/b5cebdf3-6592-4289-9552-52c36e877d76.dfe99b9e58feb47e9969f1ab718ed6c4.jpeg",
      "https://i5.walmartimages.com/asr/ce2fa35b-7447-416e-85be-9de03a05aaf2.bbc8cf94caafb0e608fc32b87241456c.jpeg"
    ],
    "early_access_event": false,
    "specification_highlights": [
      {
        "name": "Brand",
        "value": "Apple"
      },
      {
        "name": "Headphone Feature",
        "value": "True Wireless, Voice-Activated"
      },
      {
        "name": "Battery Life",
        "value": "6 h"
      },
      {
        "value": "MagSafe charging case with speaker and lanyard loop, USB-C charge cable, 4 pairs of silicone ear tips (extra small, small, medium, large)",
        "name": "Accessories Included"
      },
      {
        "name": "Noise Control Technology",
        "value": "Active Noise Cancellation"
      },
      {
        "name": "Microphone Included",
        "value": "Y"
      },
      {
        "name": "Wireless Technology",
        "value": "Bluetooth"
      },
      {
        "value": "MTJV3AM/A",
        "name": "Model"
      },
      {
        "name": "Headphone Style",
        "value": "In-Ear"
      },
      {
        "name": "Maximum Transmission Range",
        "value": "1 ft"
      },
      {
        "name": "Headphone Type",
        "value": "Earbuds"
      },
      {
        "name": "Manufacturer Part Number",
        "value": "MTJV3AM/A"
      },
      {
        "name": "Color",
        "value": "White"
      },
      {
        "name": "Manufacturer",
        "value": "Apple"
      },
      {
        "name": "Battery Size",
        "value": "10"
      },
      {
        "name": "Power Type",
        "value": "Battery"
      },
      {
        "name": "Cord Length",
        "value": "1 in"
      },
      {
        "value": "Casual Listening, Sports",
        "name": "Recommended Use"
      },
      {
        "name": "Assembled Product Dimensions (L x W x H)",
        "value": "3.94 x 3.94 x 1.77 Inches"
      }
    ],
    "seller_id": "F55CDC31AB754BB68FE0B39041159D63",
    "seller_name": "Walmart.com",
    "reviews": 22017,
    "rating": 4.6,
    "pickup_options": [
      {
        "availability": "AVAILABLE",
        "pickup_method": "PICKUP_CURBSIDE"
      }
    ],
    "badges": [
      {
        "id": "L1102",
        "key": "SOCIAL_PROOF_PURCHASES_FLAG",
        "name": "1000+ bought since yesterday"
      },
      {
        "id": "L1103",
        "key": "SOCIAL_PROOF_ATC_FLAG",
        "name": "In 200+ people's carts"
      },
      {
        "id": "L1600",
        "key": "BESTSELLER",
        "name": "Best seller"
      },
      {
        "id": "L1200",
        "key": "CUSTOMER_PICK",
        "name": "Popular pick"
      }
    ],
    "walmart_plus_member": false,
    "product_id": "3RZ5BTN0KR6U",
    "short_description_html": "AirPods Pro 2—featuring pro-level Active Noise Cancellation, Adaptive Audio, Transparency mode, Personalized Spatial Audio, and a breakthrough in hearing health with a scientifically validated Hearing Test, clinical-grade Hearing Aid capability, and active Hearing Protection (coming Fall 2024).",
    "detailed_description_html": " PIONEERING HEARING—AirPods Pro 2 unlock the world’s first all-in-one hearing health experience: a scientifically validated Hearing Test, clinical-grade Hearing Aid feature, and active Hearing Protection. Coming fall 2024. INTELLIGENT NOISE CONTROL—Active Noise Cancellation removes up to 2x more background noise. Transparency mode lets you hear the world around you, and Adaptive Audio seamlessly blends Active Noise Cancellation and Transparency mode for the best listening experience in any environment. And when you’re speaking with someone nearby, Conversation Awareness automatically lowers the volume of what’s playing. IMPROVED SOUND AND CALL QUALITY—The Apple-designed H2 chip helps to create deeply immersive sound. The low-distortion, custom-built driver delivers crisp, clear high notes and full, rich bass in stunning definition. Voice Isolation improves the quality of phone calls in loud conditions. CUSTOMIZABLE FIT—Includes four pairs of silicone tips (XS, S, M, L) to fit a wide range of ear shapes and provide all-day comfort. The tips create an acoustic seal to help keep out noise and secure AirPods Pro 2 in place. DUST, SWEAT, AND WATER RESISTANT—Both AirPods Pro 2 and the MagSafe Charging Case are IP54 dust, sweat, and water resistant, so you can listen comfortably in more conditions. PERSONALIZED SPATIAL AUDIO—With sound that suits your unique ear shape along with dynamic head tracking, AirPods Pro 2 deliver an immersive listening experience that places sound all around you. You can also listen to select songs, shows, and movies in Dolby Atmos. A HIGHER LEVEL OF CONTROL—Simply swipe, press, and hold the stem to manage playback functions using Touch control. And with Siri Interactions, simply nod your head yes or shake your head no when Siri asks if you’d like to hear a message, answer a call, or manage a notification. LONG BATTERY LIFE—Get up to 6 hours of listening time with Active Noise Cancellation enabled. And get up to 30 hours of total listening time with Active Noise Cancellation enabled, using the case. A MORE CAPABLE CASE—Keep track of AirPods Pro 2 with Precision Finding and a built-in speaker. A lanyard loop helps keep your AirPods Pro 2 close. Charge with an Apple Watch or MagSafe charger, USB-C Charge Cable, or Qi-certified charger.   Legal      1Compared with AirPods Pro (1st generation) and AirPods 4 with Active Noise Cancellation.    2Device performance and noise control features like Active Noise Cancellation, Adaptive Audio, and Transparency can be affected by debris or earwax buildup. Clean the device regularly to maintain performance and full feature functionality. Refer to support.apple.com/102672 for cleaning instructions.    3Spatial Audio works with compatible content in supported apps. iPhone with TrueDepth camera required to create personalized profile.    4The Hearing Test and Hearing Aid features are expected fall 2024. They will be supported on AirPods Pro 2 with the latest firmware paired with a compatible iPhone or iPad with iOS 18 or iPadOS 18 and later. The Hearing Aid feature is also supported on Mac running macOS Sequoia and later. It is pending FDA authorization.    5The Hearing Protection feature works with AirPods Pro 2 with the latest firmware when paired with a compatible iPhone, iPad, or Mac with iOS 18, iPadOS 18, or macOS Sequoia and later. Feature is only available in the U.S. and Canada. See https://support.apple.com/120850 for total attenuation and more information.    6Available on compatible devices running iOS 18, iPadOS 18, or macOS Sequoia and later when paired with AirPods 4, AirPods 4 with Active Noise Cancellation, or AirPods Pro 2 with the latest firmware.    7AirPods Pro 2 are dust, sweat, and water resistant for non-water sports and exercise, and they are IP54 rated. Dust, sweat, and water resistance are not permanent conditions.    8Testing conducted by Apple in August 2023 using preproduction AirPods Pro 2 with MagSafe Charging Case (USB-C) and software paired with preproduction iPhone 15 Pro units and software. The playlist consisted of 358 unique audio tracks purchased from the iTunes Store (256-Kbps AAC encoding). Volume was set to 50% and Active Noise Cancellation was enabled. With Spatial Audio and Head Tracking enabled, listening time was up to 5.5 hours. Testing consisted of full AirPods Pro battery discharge while playing audio until the first AirPod Pro stopped playback. Battery life depends on device settings, environment, usage, and many other factors.    9Testing conducted by Apple in August 2023 using preproduction AirPods Pro 2 with MagSafe Charging Case (USB-C) and software paired with preproduction iPhone 15 Pro units and software. The playlist consisted of 358 unique audio tracks purchased from the iTunes Store (256-Kbps AAC encoding). Volume was set to 50% and Active Noise Cancellation was enabled. Testing consisted of full AirPods Pro battery discharge while playing audio until the first AirPod Pro stopped playback. The drained AirPods Pro were charged to 100 percent, then audio playback was resumed until the first AirPod Pro stopped playback. This cycle was repeated until both the AirPods Pro and charging case were fully discharged. Battery life depends on device settings, environment, usage, and many other factors.     10Precision Finding requires a U1-equipped iPhone; availability varies by region.    11MagSafe charging requires a compatible MagSafe charger. Wireless charging requires a Qi-certified wireless charger. AirPods Pro 2 charging case also works with the Apple Watch charger or USB-C connector.    Technical specifications    Go to apple.com/airpods-pro/specs/ for a complete set.        ",
    "product_type": "Headphones",
    "manufacturer": "Apple",
    "product_page_url": "/ip/AirPods-Pro-2nd-generation-with-MagSafe-Case-USB-C/5689919121",
    "price_map": {
      "price": 169,
      "currency": "USD",
      "was_price": {
        "price": 239,
        "priceString": "$239.00",
        "currencyUnit": "USD"
      }
    },
    "offers": [
      {
        "seller_id": "F55CDC31AB754BB68FE0B39041159D63",
        "catalog_seller_id": 0,
        "seller_name": "Walmart.com",
        "seller_display_name": "Walmart.com",
        "price": 169
      }
    ],
    "us_item_id": "5689919121"
  },
  "reviews_results": {
    "ratings": [
      {
        "stars": 1,
        "count": 1609
      },
      {
        "stars": 2,
        "count": 229
      },
      {
        "stars": 3,
        "count": 359
      },
      {
        "stars": 4,
        "count": 1064
      },
      {
        "count": 18756,
        "stars": 5
      }
    ],
    "reviews": {
      "rating": 4.6,
      "count": 22017,
      "top_positive": {
        "title": "perfection",
        "text": "okay so i've been needing new airpods and i was a little bit worried bc most of the reviews i saw were like saying they sucked, uhmm they are perfect. mine came with the original box and were sealed, they were clean and worked perfectly. Ive had them for like six months now, no issues whatsoever. five stars allllll the way",
        "rating": 5,
        "positive_feedback": 5,
        "negative_feedback": 0,
        "review_submission_time": "2/28/2025",
        "user_nickname": "emilee",
        "customer_type": [
          "VerifiedPurchaser"
        ]
      },
      "top_negative": {
        "review_submission_time": "3/11/2025",
        "user_nickname": "Candi",
        "customer_type": [
          "VerifiedPurchaser"
        ],
        "title": null,
        "text": "Noise canceling doesn't work. Apple informed us they had been modified that was beyond their warranty. Which is not the case unless they were modified before our purchase. Frustrating and will never purchase another apple product. I was expecting much more from their customer service department.",
        "rating": 1,
        "positive_feedback": 6,
        "negative_feedback": 0
      },
      "customer_reviews": [
        {
          "rating": 5,
          "review_submission_time": "2/28/2025",
          "user_nickname": "emilee",
          "customer_type": [
            "VerifiedPurchaser"
          ],
          "title": "perfection",
          "text": "okay so i've been needing new airpods and i was a little bit worried bc most of the reviews i saw were like saying they sucked, uhmm they are perfect. mine came with the original box and were sealed, they were clean and worked perfectly. Ive had them for like six months now, no issues whatsoever. five stars allllll the way"
        },
        {
          "rating": 5,
          "review_submission_time": "3/24/2025",
          "user_nickname": "Linn",
          "customer_type": [
            "VerifiedPurchaser"
          ],
          "title": "Apple iPod Pro 2",
          "text": "I received them today. I went through the hearing test. I knew I was i received them today. I went through the hearing test. I knew I was having hearing issues. They are perfect easy to set up and I hear so much better! Which was the main reason I bought them! The price was one of the motivating factors the price was one of the motivating factors too!"
        },
        {
          "title": "Life changing",
          "text": "Once you learn to use them and find the right fit, they are life changing. I can hear friends talking in a noisy restaurant using adaptive mode. I can protect my hearing from the loud noise of my tractor and still listen to my favorite podcast while doing i, or I can walk in the wind and still enjoy music.",
          "rating": 5,
          "review_submission_time": "3/22/2025",
          "user_nickname": "Paul",
          "customer_type": [
            "VerifiedPurchaser"
          ]
        },
        {
          "title": "Autistic adult approved!",
          "text": "I love them so much! I have always liked Apple headphones since like the wired ones. These are my favorite ones so far. The sound quality is amazing, great noise cancellation which i really appreciate as i am a student and use headphones to focus. Also as a person with autism, it is hard to find comfortable headphones  ( that provide enough noise cancellation)that i can wear when i go into noisy environments (grocery store, shopping, etc) but even with the noise cancellation of the last model it was hard for someone to get my attention so the conversation feature is really great. I am glad i purchased them!",
          "rating": 5,
          "review_submission_time": "10/29/2024",
          "user_nickname": "River",
          "customer_type": [
            "VerifiedPurchaser"
          ]
        },
        {
          "rating": 1,
          "review_submission_time": "3/11/2025",
          "user_nickname": "Candi",
          "customer_type": [
            "VerifiedPurchaser"
          ],
          "title": null,
          "text": "Noise canceling doesn't work. Apple informed us they had been modified that was beyond their warranty. Which is not the case unless they were modified before our purchase. Frustrating and will never purchase another apple product. I was expecting much more from their customer service department."
        },
        {
          "review_submission_time": "3/6/2025",
          "user_nickname": "anonymous",
          "customer_type": [
            "VerifiedPurchaser"
          ],
          "title": "Walmart",
          "text": "My order was never arrived or given to the wrong person, and when I reached out to Walmart they refused to give me a refund or replacement for this item! $200 for headphones is not cheap and I'm ashamed that I'm having to go through my bank to receive a proper refund.",
          "rating": 1
        },
        {
          "title": "Employee stole AirPods %26 shipped empty Apple box",
          "text": "I am not rating the actual product, but Walmart itself. I ordered these online from the store and when I received them, the Apple AirPods box was empty. Whoever grabbed the product and shipped it from Walmart opened them, stole them and then mailed them to me. Since then, I have talked to someone in store and three people over the phone, all acting like I would be reimbursed in 48 hours (but to wait 10 days to be safe). In the end, Walmart denied my return and will not reimburse me because the tracking shows it as \"successfully delivered\". They called the item a \"high ticket item\", searched my ordering records online, found me \"not guilty\" and still refused to reimburse me or send a replacement. I ultimately had to call my bank and open up a dispute to try and get my money back. \n\nIn conclusion, always call your bank first and don't waste your time with Walmart and don't order expensive stuff through them.",
          "rating": 1,
          "review_submission_time": "2/25/2025",
          "user_nickname": "Jordan",
          "customer_type": [
            "VerifiedPurchaser"
          ]
        },
        {
          "review_submission_time": "3/3/2025",
          "user_nickname": "Ashley",
          "customer_type": [
            "VerifiedPurchaser"
          ],
          "title": "DO NOT BUY ELECTRONICS ONLINE!",
          "text": "This product was first missing and no where to be located, so I was issued a refund. Then I was notified weeks later that the product was delivered. IT WAS NOT DELIVERED. I called the first time and was told by customer service to not worry, I would not be charged and she noted in my file. Then I was charged so I called again and I was told to not worry they would reverse it. Now I was contacted saying that Walmart believes the delivery service (even though there was no photo evidence and it states it was delivered to my apartment at 11:30pm). I am now out over $200 with no AirPods. \nI have never written a review online before, but felt it was important to warn people about purchasing online and the customer service process. It is extremely disappointing.",
          "rating": 1
        },
        {
          "user_nickname": "Caroline",
          "customer_type": [
            "VerifiedPurchaser"
          ],
          "title": "Unacceptable.",
          "text": "I did not receive this order.  I purchased the order for delivery and it was sent back to the store because the driver was incompetent in delivering the order.  I still have not received my refund from Walmart and it has now been 3 weeks.  I filed a dispute with Paypal for my refund and Walmart is trying to fight that dispute.",
          "rating": 1,
          "review_submission_time": "3/14/2025"
        },
        {
          "title": "Unhappy",
          "text": "My case was investigated and found that the  package was was delivered in which I still never received. I ended up going to target to purchase the AirPod pro 2. Meanwhile, affirm is still making me pay saying I received the AirPods Pro 1 through Walmart.  There was no air pod pro 2 in the store. I feel like this investigation was not thorough enough and I’m honest about everything that happened.",
          "rating": 1,
          "review_submission_time": "3/14/2025",
          "user_nickname": "Marlene",
          "customer_type": [
            "VerifiedPurchaser"
          ]
        }
      ]
    }
  },
  "related_pages": [
    {
      "title": "iPod Ear Pods",
      "url": "/c/kp/ipod-ear-pods"
    },
    {
      "title": "Apple Earplugs",
      "url": "/c/kp/apple-earplugs"
    },
    {
      "title": "iPod Ear Buds",
      "url": "/c/kp/ipod-ear-buds"
    },
    {
      "title": "Connect Airpod Iphone",
      "url": "/c/kp/connect-airpod-iphone"
    },
    {
      "title": "Airpods Pro Usb C",
      "url": "/c/kp/airpods-pro-usb-c"
    },
    {
      "title": "Connect Airpod Computer",
      "url": "/c/kp/connect-airpod-computer"
    },
    {
      "title": "Refurbished AirPods",
      "url": "/browse/electronics/refurbished-airpods/3944_133251_1095191_1230614_7622036"
    },
    {
      "title": "AirPods",
      "url": "/browse/electronics/airpods/3944_133251_1095191_1231498_2452446_8039036"
    },
    {
      "title": "AirPods Max",
      "url": "/browse/electronics/airpods-max/3944_133251_1095191_1231498_2452446_9841012"
    },
    {
      "title": "AirPods Pro",
      "url": "/browse/electronics/airpods-pro/3944_133251_1095191_1231498_2452446_1297296"
    },
    {
      "title": "All Apple Music",
      "url": "/browse/electronics/all-apple-music/3944_1229722_1707975_9294252"
    },
    {
      "title": "Apple Homepod",
      "url": "/browse/electronics/apple-homepod/3944_1229722_1707975_8156058"
    }
  ]
}

Output Preview

输入参数

engine

搜索引擎

设置爬虫为'walmart_product_reviews'获取商品评论数据。 (数据源: 'walmart', 'walmart_product', 'walmart_product_reviews')

product_id

商品ID

输入商品ID

rating

按评分筛选

用于按评分筛选评论

sort

排序方式

用于评论排序

page

页码

用于获取特定页面的评论

Input


import requests

params = {
    "engine": "walmart_product_reviews", 
    "product_id": "5689919121", 
    "api_key": "*****************", 
    "page": "1", 
    "rating": "5", 
    "sort": "price_low", 
    "fetch_mode": "dynamic", 
    "no_cache": "true", 
    
}
response = requests.get(
"https://serpapi.abcproxy.com/search", 
params=params)
print(response.json())

Output


{
  "search_parameters": {
    "engine": "walmart_product_reviews",
    "device": "",
    "no_cache": true,
    "async": false,
    "zero_trace": false,
    "api_key": "*****************",
    "output": "",
    "cookie": "",
    "fetch_mode": "dynamic",
    "get_type": "",
    "location": "",
    "zone": "",
    "product_id": "5689919121",
    "walmart_domain": "",
    "sort": "price_low",
    "rating": "5",
    "page": 1
  },
  "search_metadata": {
    "id": "03fe8723-06f0-45a9-a965-1c3ec19f5aea",
    "status": "",
    "json_endpoint": "https://webserp.abcproxy.com/files/2edc290048452765/03fe8723-06f0-45a9-a965-1c3ec19f5aea.json",
    "created_at": "2025-06-11 14:43:03",
    "processed_at": "",
    "walmart_product_reviews_url": "https://www.walmart.com/reviews/product/5689919121?filter=5&page=1&sort=price_low",
    "raw_html_file": "https://webserp.abcproxy.com/files/2edc290048452765/03fe8723-06f0-45a9-a965-1c3ec19f5aea.html",
    "xray_html_file": "https://webserp.abcproxy.com/files/2edc290048452765/03fe8723-06f0-45a9-a965-1c3ec19f5aea.xray",
    "total_time_taken": "9.4302"
  },
  "product": {
    "name": "Apple AirPods Pro 2, Wireless Earbuds, Active Noise Cancellation, Hearing Aid Feature",
    "url": "/ip/Apple-AirPods-Pro-2-Wireless-Earbuds-Active-Noise-Cancellation-Hearing-Aid-Feature/5689919121",
    "categories": [
      {
        "name": "Electronics",
        "url": "/cp/electronics/3944"
      },
      {
        "name": "Audio",
        "url": "/cp/audio/133251"
      },
      {
        "name": "Headphones",
        "url": "/cp/headphones/1095191"
      },
      {
        "name": "Shop Headphones by Type",
        "url": "/cp/shop-headphones-by-type/1230614"
      },
      {
        "name": "Noise Cancelling Headphones",
        "url": "/cp/noise-cancelling-headphones/6051360"
      }
    ]
  },
  "ratings": [
    {
      "stars": 1,
      "count": 1609
    },
    {
      "stars": 2,
      "count": 229
    },
    {
      "stars": 3,
      "count": 359
    },
    {
      "stars": 4,
      "count": 1064
    },
    {
      "stars": 5,
      "count": 18756
    }
  ],
  "reviews": [
    {
      "title": "Walmart",
      "negative_feedback": 0,
      "review_submission_time": "3/6/2025",
      "customer_type": [
        "VerifiedPurchaser"
      ],
      "position": 1,
      "text": "My order was never arrived or given to the wrong person, and when I reached out to Walmart they refused to give me a refund or replacement for this item! $200 for headphones is not cheap and I'm ashamed that I'm having to go through my bank to receive a proper refund.",
      "rating": 1,
      "positive_feedback": 5,
      "user_nickname": "anonymous"
    },
    {
      "title": null,
      "text": "Noise canceling doesn't work. Apple informed us they had been modified that was beyond their warranty. Which is not the case unless they were modified before our purchase. Frustrating and will never purchase another apple product. I was expecting much more from their customer service department.",
      "rating": 1,
      "user_nickname": "Candi",
      "positive_feedback": 6,
      "negative_feedback": 0,
      "review_submission_time": "3/11/2025",
      "customer_type": [
        "VerifiedPurchaser"
      ],
      "position": 2
    },
    {
      "user_nickname": "Linn",
      "customer_type": [
        "VerifiedPurchaser"
      ],
      "title": "Apple iPod Pro 2",
      "rating": 5,
      "position": 3,
      "text": "I received them today. I went through the hearing test. I knew I was i received them today. I went through the hearing test. I knew I was having hearing issues. They are perfect easy to set up and I hear so much better! Which was the main reason I bought them! The price was one of the motivating factors the price was one of the motivating factors too!",
      "positive_feedback": 4,
      "negative_feedback": 1,
      "review_submission_time": "3/24/2025"
    },
    {
      "position": 4,
      "text": "okay so i've been needing new airpods and i was a little bit worried bc most of the reviews i saw were like saying they sucked, uhmm they are perfect. mine came with the original box and were sealed, they were clean and worked perfectly. Ive had them for like six months now, no issues whatsoever. five stars allllll the way",
      "rating": 5,
      "review_submission_time": "2/28/2025",
      "user_nickname": "emilee",
      "customer_type": [
        "VerifiedPurchaser"
      ],
      "title": "perfection",
      "positive_feedback": 5,
      "negative_feedback": 0
    },
    {
      "title": "Employee stole AirPods %26 shipped empty Apple box",
      "text": "I am not rating the actual product, but Walmart itself. I ordered these online from the store and when I received them, the Apple AirPods box was empty. Whoever grabbed the product and shipped it from Walmart opened them, stole them and then mailed them to me. Since then, I have talked to someone in store and three people over the phone, all acting like I would be reimbursed in 48 hours (but to wait 10 days to be safe). In the end, Walmart denied my return and will not reimburse me because the tracking shows it as \"successfully delivered\". They called the item a \"high ticket item\", searched my ordering records online, found me \"not guilty\" and still refused to reimburse me or send a replacement. I ultimately had to call my bank and open up a dispute to try and get my money back. \n\nIn conclusion, always call your bank first and don't waste your time with Walmart and don't order expensive stuff through them.",
      "positive_feedback": 5,
      "negative_feedback": 0,
      "user_nickname": "Jordan",
      "customer_type": [
        "VerifiedPurchaser"
      ],
      "position": 5,
      "rating": 1,
      "review_submission_time": "2/25/2025"
    },
    {
      "customer_type": [
        "VerifiedPurchaser"
      ],
      "position": 6,
      "title": "Unacceptable.",
      "rating": 1,
      "negative_feedback": 0,
      "user_nickname": "Caroline",
      "text": "I did not receive this order.  I purchased the order for delivery and it was sent back to the store because the driver was incompetent in delivering the order.  I still have not received my refund from Walmart and it has now been 3 weeks.  I filed a dispute with Paypal for my refund and Walmart is trying to fight that dispute.",
      "positive_feedback": 5,
      "review_submission_time": "3/14/2025"
    },
    {
      "rating": 1,
      "positive_feedback": 8,
      "customer_type": [
        "VerifiedPurchaser"
      ],
      "title": "DO NOT BUY ELECTRONICS ONLINE!",
      "negative_feedback": 0,
      "review_submission_time": "3/3/2025",
      "user_nickname": "Ashley",
      "position": 7,
      "text": "This product was first missing and no where to be located, so I was issued a refund. Then I was notified weeks later that the product was delivered. IT WAS NOT DELIVERED. I called the first time and was told by customer service to not worry, I would not be charged and she noted in my file. Then I was charged so I called again and I was told to not worry they would reverse it. Now I was contacted saying that Walmart believes the delivery service (even though there was no photo evidence and it states it was delivered to my apartment at 11:30pm). I am now out over $200 with no AirPods. \nI have never written a review online before, but felt it was important to warn people about purchasing online and the customer service process. It is extremely disappointing."
    },
    {
      "position": 8,
      "title": "Life changing",
      "rating": 5,
      "negative_feedback": 0,
      "review_submission_time": "3/22/2025",
      "user_nickname": "Paul",
      "customer_type": [
        "VerifiedPurchaser"
      ],
      "text": "Once you learn to use them and find the right fit, they are life changing. I can hear friends talking in a noisy restaurant using adaptive mode. I can protect my hearing from the loud noise of my tractor and still listen to my favorite podcast while doing i, or I can walk in the wind and still enjoy music.",
      "positive_feedback": 7
    },
    {
      "position": 9,
      "title": "Unhappy",
      "negative_feedback": 0,
      "review_submission_time": "3/14/2025",
      "user_nickname": "Marlene",
      "text": "My case was investigated and found that the  package was was delivered in which I still never received. I ended up going to target to purchase the AirPod pro 2. Meanwhile, affirm is still making me pay saying I received the AirPods Pro 1 through Walmart.  There was no air pod pro 2 in the store. I feel like this investigation was not thorough enough and I’m honest about everything that happened.",
      "rating": 1,
      "positive_feedback": 5,
      "customer_type": [
        "VerifiedPurchaser"
      ]
    },
    {
      "position": 10,
      "title": "Autistic adult approved!",
      "text": "I love them so much! I have always liked Apple headphones since like the wired ones. These are my favorite ones so far. The sound quality is amazing, great noise cancellation which i really appreciate as i am a student and use headphones to focus. Also as a person with autism, it is hard to find comfortable headphones  ( that provide enough noise cancellation)that i can wear when i go into noisy environments (grocery store, shopping, etc) but even with the noise cancellation of the last model it was hard for someone to get my attention so the conversation feature is really great. I am glad i purchased them!",
      "rating": 5,
      "negative_feedback": 0,
      "review_submission_time": "10/29/2024",
      "user_nickname": "River",
      "positive_feedback": 3,
      "customer_type": [
        "VerifiedPurchaser"
      ]
    }
  ],
  "overall_rating": 4.6,
  "total_count": 22017,
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