Pricing

from $3.00 / 1,000 reviews

Amazon Ratings Scraper API - Star Rating Histogram

Scrape Amazon star ratings by ASIN: average rating, total rating count and the full 1-5 star histogram, plus estimated counts per star that Amazon only shows as percentages. Covers every rating on the listing, not a sample. 24 marketplaces, each with its own distribution.

Pricing

from $3.00 / 1,000 reviews

Rating

0.0

(0)

Developer

Blackcube Agency AB

Actor stats

Bookmarked

Total users

Monthly active users

2 days ago

Last modified

Categories

E-commerce

SEO tools

Marketing

You can access the Amazon Ratings Scraper API - Star Rating Histogram programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {
9    "products": ["B07PXGQC1Q"],
10    "marketplaces": ["auto"],
11    "maxReviews": 200,
12    "includeProductSummary": True,
13    "proxyConfiguration": { "useApifyProxy": True },
14}
15
16# Run the Actor and wait for it to finish
17run = client.actor("vonsensey/amazon-ratings-scraper-api").call(run_input=run_input)
18
19# Fetch and print Actor results from the run's dataset (if there are any)
20print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
21for item in client.dataset(run.default_dataset_id).iterate_items():
22    print(item)
23
24# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Amazon Ratings API - Star Rating & Review Histogram API in Python

The Apify API client for Python is the official library that allows you to use Amazon Ratings Scraper API - Star Rating Histogram API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Amazon Ratings Scraper API - Star Rating Histogram API in JavaScript

Amazon Ratings Scraper API - Star Rating Histogram API through CLI

Amazon Ratings Scraper API - Star Rating Histogram OpenAPI definition

Amazon Ratings Scraper API - Star Rating Histogram API

Amazon Review Scraper - Public Reviews & Star Histogram

renzomacar/amazon-reviews

Extracts the reviews Amazon shows publicly on a product page - typically 10-15 per ASIN - with rating, full text, verified flag, reviewer, date and helpful votes, plus the star histogram and aggregate rating. No login needed. Bulk review history requires an authenticated session (self-hosted).

Renzo Madueno

Amazon Product Reviews Scraper API - ASIN & Ratings

vonsensey/amazon-reviews-scraper-api

Scrape Amazon product reviews by ASIN or URL as JSON or CSV: rating, title, text, date, verified purchase, helpful votes and images. Free star histogram per product. Checks 24 Amazon marketplaces, which each publish different reviews, and deduplicates. No start fee, failures are free.

Blackcube Agency AB

Amazon Reviews Scraper

scrapers_lat/amazon-reviews-scraper

Scrape Amazon product reviews at scale. For any ASIN or product URL get review title, star rating, text, reviewer name, date, verified-purchase flag, helpful votes and variant, plus the product's aggregate rating and full 5-star breakdown. Works across Amazon US, UK, DE, ES, MX and more.

Scrapers Lat

4.0

Amazon Reviews Scraper — Review Text, Ratings & ASIN Data

jaybird/amazon-reviews-scraper

Scrape Amazon product reviews into clean JSON: review text, title, star rating, date, verified-purchase flag, helpful votes, variant, and author — plus a per-ASIN ratings histogram. Look up by ASIN, product URL, or keyword search. Pay per review.

Jaybird Technologies

Amazon Scraper — Product Search, Prices & Ratings

logiover/amazon-product-scraper

Scrape Amazon search results in bulk: ASIN, title, price, list price, star rating, review count, Prime and sponsored flags, badge and image. Works across 19 Amazon marketplaces. No API key. Export to JSON/CSV/Excel.

Logiover

Amazon Reviews Stats Scraper

lalala0095/amazon-reviews-stats-scraper

Extracts review stats from Amazon product pages using Playwright. Get overall rating, total number of ratings, and star distribution (1★–5★). Supports multiple URLs, all Amazon domains, and includes robust fallback selectors.

SupportRules

5.0

Airbnb Reviews & Guest Sentiment Miner

apt_marble/airbnb-reviews-scraper

Collect every Airbnb review for any listing: full text, 1-5 star rating, exact date, language, reviewer and the host's reply. Each listing also gets its published rating breakdown, star histogram, topic tags, reply rate, monthly review volume and language mix. No account needed.

Hamza

Amazon Product Scraper — Price, Rating, Reviews & Images

hichemdev/amazon-product-scraper

Scrape Amazon products by search term or URL/ASIN: title, price, rating, review count, availability, brand, features, and images.

Hichem Ben Moussa

Amazon Product Scraper – Search & Export Products by Keyword

endspec/amazon-instant-product-scraper

Search Amazon by keyword and scrape product data: title, price, original price, star rating, rating count, Prime, best-seller and Amazon's Choice badges, image and product URL. Choose the marketplace (US, UK, DE, and more) and result count. No login, no API key. Pay only per product returned.