Amazon Best Sellers & Rankings Scraper

Scrape Amazon's Best Sellers, New Releases, Most Wished For, Most Gifted and Movers & Shakers charts. Get rank, ASIN, title, price, rating and category for every product on a chart, with optional deeper category coverage.

Open in Apify Store$0.99 / 1K on Free

Short answer

Amazon Best Sellers & Rankings Scraper is an Apify Store Actor for Amazon data that returns 28 published output fields, including rank, asin, title, price. It lists $0.99 per 1,000 results on the Free plan (pay per event), $0.49 on the Business plan. It takes 13 input settings; one is required (chartType). It covers 6 of the 8 core Amazon fields this site tracks. Last updated Nov 6, 2026.

From the public Store listing and published build schema, synced 2026-11-12.
Amazon EcommerceAutomationLead generation

What it returns

28 fields from the published dataset schema. Export as JSON, CSV or Excel, or read the dataset through the Apify API.

  • rank
  • asin
  • title
  • brand
  • byline
  • format
  • chartType
  • category
  • price
  • listPrice
  • offersCount
  • stars
  • reviewsCount
  • badge
  • isPrime
  • url
  • detailSource
  • recordType
  • categoryUrl
  • ranksListed
  • withDetails
  • missingDetailRanks
  • itemsEmitted
  • coverageStatus
  • emptyReason
  • truncatedByLimit
  • pagesFetched
  • message

Not in the schema among the core Amazon fields: reviews, seller. The field matrix shows which other tools return them.

How it differs from the other Amazon Actors

Among the 12 catalogue Actors for Amazon with a published schema, only this one returns byline, format, offersCount, badge, withDetails, itemsEmitted, emptyReason, truncatedByLimit.

Pick another Actor if you need

Fields other Amazon catalogue Actors return that Amazon Best Sellers & Rankings Scraper does not
ActorFields it addsPrice / 1K
Amazon Multi-Domain Product Price & Detail Scraper inStock $0.99
Amazon Review Aggregates & Extended History Scraper reviewDescription, isVerified, isVineVoice, reviewedIn $0.99
Amazon Customer Review & Rating Summary Scraper reviewDescription, isVerified, reviewedIn, reviewReaction $0.99
Amazon Deals Grid Tracker by Category & Discount savingsPercent, dealEndsAt $0.99
Amazon Search, Category & Seller Listings Extractor inStock $0.99

Input

Input settings for Amazon Best Sellers & Rankings Scraper
SettingTypeRequiredDefaultWhat it does
chartType string Yes bestSellers Which Amazon chart to scrape. A full chart URL pasted into `categoryUrls` overrides this with the URL's own chart type.
domain string No amazon.com Which Amazon marketplace to scrape the chart from. A full chart URL pasted into `categoryUrls` overrides this with the URL's own marketplace.
categoryUrls array No ["electronics"] Amazon category slugs (e.g. `electronics`, `electronics/172541`) or full chart URLs to scrape. A full chart URL supplies its own chart type and marketplace, e.g. `https://www.amazon.co.uk/gp/new-releases/electronics`.
categoryNodeIds array No [] Amazon browse-node IDs in `rootSlug/nodeId` form (e.g. `electronics/172541` for Headphones). Combined with `categoryUrls` if both are provided.
maxDepth integer No 0 When > 0, also walk each category's left-nav subcategory links this many levels deep, scraping each subcategory's own chart too. 0 = only the given categories.
startPage integer No 1 First chart page to fetch (1 or 2). Pages are capped at 2 so a chart never exceeds the real top-100 boundary.
maxPages integer No 2 Maximum number of chart pages to fetch per category, starting at `startPage`. Capped at 2 (top 100).
maxItemsPerCategory integer No 100 Hard cap on chart items emitted per category (across all its pages). Maximum 100; coverage fields still report the full listed-rank range.
maxItems integer No 200 Hard cap on total chart items emitted across all categories in this run.
includeProductDetails boolean No false For each chart item, also fetch its product detail page for list-price and in-stock data. Slower and bounded by `maxProductDetails`.
Show the other 3 settings
More input settings for Amazon Best Sellers & Rankings Scraper
SettingTypeRequiredDefaultWhat it does
maxProductDetails integer No 10 Hard cap on how many chart items get product-detail enrichment when `includeProductDetails` is on.
maxMissingDetailFetches integer No 50 Per-category cap on best-effort product-page fetches used to fill ranks the nextPage response did not cover. Set 0 to disable product-page fill.
proxyConfiguration object No {"useApifyProxy":true} Apify proxy used to fetch chart pages. Datacenter (AUTO) is used by default and works for most requests; the actor escalates to residential only after repeated blocks on a session.

Example input

Built from the input form's published example values and defaults.

{
  "chartType": "bestSellers",
  "domain": "amazon.com",
  "categoryUrls": [
    "electronics"
  ],
  "categoryNodeIds": [],
  "maxDepth": 0,
  "startPage": 1,
  "maxPages": 2,
  "maxItemsPerCategory": 20,
  "maxItems": 20,
  "includeProductDetails": false,
  "maxProductDetails": 5,
  "maxMissingDetailFetches": 0,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}

Run it from code or an AI agent

The same run through the Apify API, with the example input. You need an Apify API token; the run is billed to your account at the Store price.

Python

from apify_client import ApifyClient

client = ApifyClient("<YOUR_APIFY_TOKEN>")
run_input = {
    "chartType": "bestSellers",
    "domain": "amazon.com",
    "categoryUrls": [
        "electronics"
    ],
    "categoryNodeIds": [],
    "maxDepth": 0,
    "startPage": 1,
    "maxPages": 2,
    "maxItemsPerCategory": 20,
    "maxItems": 20,
    "includeProductDetails": False,
    "maxProductDetails": 5,
    "maxMissingDetailFetches": 0,
    "proxyConfiguration": {
        "useApifyProxy": True
    }
}

run = client.actor("nimbryxo-studio/amazon-best-sellers-and-rankings-scraper").call(run_input=run_input)
if run is None:
    raise RuntimeError("The Actor run was not found.")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

pip install apify-client

JavaScript

import { ApifyClient } from "apify-client";

const client = new ApifyClient({ token: "<YOUR_APIFY_TOKEN>" });
const input = {
    "chartType": "bestSellers",
    "domain": "amazon.com",
    "categoryUrls": [
        "electronics"
    ],
    "categoryNodeIds": [],
    "maxDepth": 0,
    "startPage": 1,
    "maxPages": 2,
    "maxItemsPerCategory": 20,
    "maxItems": 20,
    "includeProductDetails": false,
    "maxProductDetails": 5,
    "maxMissingDetailFetches": 0,
    "proxyConfiguration": {
        "useApifyProxy": true
    }
};

const run = await client.actor("nimbryxo-studio/amazon-best-sellers-and-rankings-scraper").call(input);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);

npm install apify-client

cURL

curl -X POST "https://api.apify.com/v2/actors/nimbryxo-studio~amazon-best-sellers-and-rankings-scraper/run-sync-get-dataset-items"   -H "Authorization: Bearer $APIFY_TOKEN"   -H "Content-Type: application/json"   -d '{"chartType":"bestSellers","domain":"amazon.com","categoryUrls":["electronics"],"categoryNodeIds":[],"maxDepth":0,"startPage":1,"maxPages":2,"maxItemsPerCategory":20,"maxItems":20,"includeProductDetails":false,"maxProductDetails":5,"maxMissingDetailFetches":0,"proxyConfiguration":{"useApifyProxy":true}}'

Waits for the run and returns the dataset items (runs over 300 seconds return HTTP 408; start an async run instead).

MCP (AI agents)

{
  "mcpServers": {
    "apify": {
      "url": "https://mcp.apify.com?tools=nimbryxo-studio/amazon-best-sellers-and-rankings-scraper",
      "headers": {
        "Authorization": "Bearer <YOUR_APIFY_TOKEN>"
      }
    }
  }
}

Adds this Actor as a tool in an MCP client that takes a remote server URL (Cursor, VS Code, Claude Code) through Apify's hosted MCP server. OAuth sign-in also works without the header. Clients that only start local servers can wrap the URL with npx mcp-remote.

What a run costs

The result rate falls on higher Apify plans. Each figure is the published per-result rate times the number of results.

Cost of Amazon Best Sellers & Rankings Scraper results by Apify plan
Apify planPer 1,00010,000 results100,000 results
Free plan$0.99$9.90$99
Starter plan$0.82$8.20$82
Scale plan$0.66$6.60$66
Business plan$0.49$4.90$49
  • Every run also has a start event, charged per GB of memory (minimum one): $0.10 on Free, $0.03 on Business. At its default memory of 1 GB a run starts at $0.10 on Free. Fewer, larger runs keep this small.
  • The Free plan includes $5 of monthly usage (Apify pricing, checked 2026-11-11); at the Free rate that covers at most about 5,050 results, less start events and platform usage.
  • Worked example: 10,000 results in one run on the Free plan cost $10 ($9.90 for results + $0.10 start), plus Apify platform usage (compute), billed separately by Apify.
  • Pay per event. Platform usage (compute) is billed by Apify on top of the event prices. Compare other tools in the cost estimator.

Where it fits among Amazon routes

It ranks 4 of 12 catalogue Actors for Amazon on the published formula (fields, price, reliability, freshness). Its line is highlighted on the map.

Route diagram for Amazon dataAmazon Multi-Domain Product Price & Detail Scraper: stops at 5 of the 10 fields shown; Amazon Review Aggregates & Extended History Scraper: stops at 4 of the 10 fields shown; Amazon Customer Review & Rating Summary Scraper: stops at 4 of the 10 fields shown; Amazon Best Sellers & Rankings Scraper: stops at 7 of the 10 fields shown; Other Store tools (6): stops at 10 of the 10 fields shown; Amazon Creators API (replaced the Product Advertising API) and Selling Partner API: limited, field coverage not compared.AmazonpricereviewssellerrankasintitlebrandrecordTypescrapedAtisPrime1234+API

Stops are fields. A ring means the field is in that route's published output schema; no ring means the line passes without it. Bold labels are the core fields for this website, the rest are fields that differ between routes. A white capsule means every data line stops there. The red line is the official API; its field coverage is not compared. A crossed red line means there is no open official API.

Official route: Amazon Creators API (replaced the Product Advertising API) and Selling Partner API

Limited access. Product Advertising API 5 is deprecated: calls now return HTTP 403 with a message to migrate to the Creators API, its successor for catalog data (SearchItems, GetItems, GetVariations, GetBrowseNodes). The Selling Partner API serves authorized sellers. Neither is an open general-purpose retail data API.

No per-call price is published for the Creators API.

Official documentation

Other Store tools for Amazon

Reference only, from their public listings.

Other Store tools for Amazon
ToolFieldsPrice / 1K
Amazon Product Details Scraper45$1.50
Amazon Product Scraper30$2.00
Amazon Product Search Scraper: Rank, Price & Details44$2.00
Amazon Product Scraper23$2.00
Amazon Product Scraper57$5.00

What people use it for

  • Track product rankings
  • Analyze category charts

Other catalogue Actors for Amazon

Amazon Multi-Domain Product Price & Detail Scraper

Pull pricing, ratings, seller, variant and technical detail for Amazon products by URL or ASIN, across 21 country domains, with optional delivery…

5/8 core fields 9 output fields $0.99 per 1K

Amazon Review Aggregates & Extended History Scraper

Collect Amazon customer reviews and rating summaries by product URL, ASIN, or keyword across 19 marketplaces, with star-rating and sort filters,…

5/8 core fields 28 output fields $0.99 per 1K

Amazon Customer Review & Rating Summary Scraper

Get Amazon customer reviews and a product-level rating summary by product URL, keyword, or category, with star-rating and sort filters, across 23…

5/8 core fields 28 output fields $0.99 per 1K

Amazon Deals Grid Tracker by Category & Discount

Pull Amazon's Today's Deals grid across 23 marketplaces, with deal price, list price, savings amount/percent, deal type, brand, and department for…

5/8 core fields 8 output fields $0.99 per 1K

Amazon Search, Category & Seller Listings Extractor

Get Amazon products from search results, categories, seller storefronts, or ASIN lookups across 20+ marketplaces, with price, rating, badges,…

5/8 core fields 8 output fields $0.99 per 1K

Amazon Creator Storefront & Idea List Scraper

Pull Amazon creator storefronts by handle: profile info and affiliate disclosure, every curated Idea List with its products and prices, and…

4/8 core fields 11 output fields $0.99 per 1K

Coupang Best Sellers & Rocket Delivery Flags

Collect Coupang best sellers by category (30 per page, optional child fan-out), keyword suggestions, or the category tree. Products include price,…

15 output fields $0.99 per 1K

Allegro.pl Listings by Search, Category or URL

Find Allegro.pl products by keyword search, category page, or direct offer URL, with price, seller rating, condition, shipping, and rating…

10 output fields $0.99 per 1K

Amazon Third-Party Seller Profile & Storefront Catalog

Look up an Amazon third-party seller's public business details, feedback history and ratings histogram, plus every product listed in their…

9 output fields $0.99 per 1K

Best Buy Price Drop & Stock Tracker

Search Best Buy by keyword or product URL to get current and regular price, savings, rating, review count, brand, model and stock status for each…

17 output fields $0.99 per 1K

Hepsiburada Product Search & Category Price Scraper

Search Hepsiburada by keyword, browse a category page, look up specific product URLs, or find a keyword's top sellers, and get price, rating,…

$0.99 per 1K

MercadoLibre Multi-Country Marketplace Scraper

Search MercadoLibre by keyword or category, fetch item detail by ID, or list a country's category tree across 9 Latin American sites. Returns…

10 output fields $0.99 per 1K

Questions people ask

How much does Amazon Best Sellers & Rankings Scraper cost?

The published result rate depends on your Apify plan: $0.99 per 1,000 on Free, $0.82 per 1,000 on Starter, $0.66 per 1,000 on Scale, $0.49 per 1,000 on Business. So 10,000 results cost about $9.90 on the Free plan and $4.90 on Business, plus a start fee of $0.10 per run per GB of memory on Free. Platform usage is billed separately.

What data does Amazon Best Sellers & Rankings Scraper return?

Its published output schema lists 28 fields: rank, asin, title, brand, byline, format, chartType, category, price, listPrice, offersCount, stars, and 16 more. A listed field is not guaranteed to be filled in every row.

What input does Amazon Best Sellers & Rankings Scraper need?

Required: chartType. Optional settings include domain, categoryUrls, categoryNodeIds, maxDepth, startPage, maxPages.

What are the alternatives to Amazon Best Sellers & Rankings Scraper for Amazon?

12 catalogue Actors cover Amazon. Close alternatives: Amazon Multi-Domain Product Price & Detail Scraper; Amazon Review Aggregates & Extended History Scraper; Amazon Customer Review & Rating Summary Scraper. The Amazon page compares all of them field by field.

How do I run Amazon Best Sellers & Rankings Scraper from Python or the API?

Use the Apify API client: in Python, ApifyClient(token).actor("nimbryxo-studio/amazon-best-sellers-and-rankings-scraper").call(run_input=...), then read the run's default dataset (run.default_dataset_id); in JavaScript the same call is client.actor("nimbryxo-studio/amazon-best-sellers-and-rankings-scraper").call(input). Without a client, POST the input JSON to https://api.apify.com/v2/actors/nimbryxo-studio~amazon-best-sellers-and-rankings-scraper/run-sync-get-dataset-items with your API token. Ready-to-paste code with the example input is on this page.

Sources

Actor updated 2026-11-06 Data synced 2026-11-12
Cite this page

Scraper Finder. "Amazon Best Sellers & Rankings Scraper." https://scraperfinder.com/catalogue/amazon-best-sellers-and-rankings-scraper/ (data checked 2026-11-12).

Run Amazon Best Sellers & Rankings Scraper

$0.99 per 1,000 results. Paste the example input above, set your Amazon query, then export the dataset. Still choosing? Compare every Amazon route.

Open in Apify Store