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Amazon Best Sellers

Get Amazon's Best Sellers ranking for a category as a structured product list.

API usage

Add &scraper=amazon-best-sellers to a Crawling API request. URL-encode the target URL in the url parameter.

curl 'https://api.crawlbase.com/?token=YOUR_TOKEN' \
  --data-urlencode 'url=https://www.amazon.com/Best-Sellers-Electronics/zgbs/electronics' \
  --data-urlencode 'scraper=amazon-best-sellers' -G
from crawlbase import CrawlingAPI

api = CrawlingAPI({'token': 'YOUR_TOKEN'})
res = api.get(
    'https://www.amazon.com/Best-Sellers-Electronics/zgbs/electronics',
    {'scraper': 'amazon-best-sellers'}
)

import json
data = json.loads(res['body'])
const { CrawlingAPI } = require('crawlbase');
const api = new CrawlingAPI({ token: 'YOUR_TOKEN' });

const res = await api.get(
  'https://www.amazon.com/Best-Sellers-Electronics/zgbs/electronics',
  { scraper: 'amazon-best-sellers' }
);
const data = JSON.parse(res.body);
require 'crawlbase'
api = Crawlbase::API.new(token: 'YOUR_TOKEN')

res = api.get('https://www.amazon.com/Best-Sellers-Electronics/zgbs/electronics', scraper: 'amazon-best-sellers')
data = JSON.parse(res.body)

Example input URL

The URL passed in the url parameter (URL-decoded for readability):

https://www.amazon.com/Best-Sellers-Electronics/zgbs/electronics

Response shape

JSON response body. Field types may be null when the source page omits the value.

category
string
Best Sellers category name.
category_url
string
Absolute URL of the category page.
products
array
Ranked products.
products[].rank
integer
Best-seller rank within the category.
products[].asin
string
Product ASIN.
products[].title
string
Product title.
products[].price
string | null
Displayed price.
products[].rating
number | null
Star rating.
products[].reviews_count
integer | null
Review count.
products[].image
string
Thumbnail URL.
products[].url
string
Absolute product URL.

Sample response

{
  "category": "Electronics",
  "category_url": "https://www.amazon.com/Best-Sellers-Electronics/zgbs/electronics",
  "products": [
    {
      "rank": 1,
      "asin": "B0BDHB9Y8H",
      "title": "Apple AirPods Pro (2nd Generation)",
      "price": "$189.00",
      "rating": 4.7,
      "reviews_count": 98421,
      "image": "https://m.media-amazon.com/images/I/...jpg",
      "url": "https://www.amazon.com/dp/B0BDHB9Y8H"
    }
  ]
}