You can access the Amazon Review Theme Miner 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

1import { ApifyClient } from 'apify-client';
2
3// Initialize the ApifyClient with your Apify API token
4// Replace the '<YOUR_API_TOKEN>' with your token
5const client = new ApifyClient({
6    token: '<YOUR_API_TOKEN>',
7});
8
9// Prepare Actor input
10const input = {
11    "searchKeywords": [
12        "source-backed signal",
13        "buyer fit"
14    ],
15    "taskIntent": "buyer-ready-product-run",
16    "sourceMode": "startUrls",
17    "outputMode": "buyer-ready-records",
18    "startUrls": [
19        {
20            "url": "https://www.amazon.com/product-reviews/B09B8V1LZ3"
21        }
22    ],
23    "maxItems": 8,
24    "perSourceLimit": 25,
25    "overallTimeoutSecs": 900,
26    "requestTimeoutSecs": 30,
27    "maxRequestRetries": 2,
28    "sinceLastRun": false,
29    "deltaMode": true
30};
31
32// Run the Actor and wait for it to finish
33const run = await client.actor("zentrafoundry/amazon-review-defect-miner").call(input);
34
35// Fetch and print Actor results from the run's dataset (if any)
36console.log('Results from dataset');
37console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
38const { items } = await client.dataset(run.defaultDatasetId).listItems();
39items.forEach((item) => {
40    console.dir(item);
41});
42
43// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

Amazon review themes — when the page returns API in JavaScript

The Apify API client for JavaScript is the official library that allows you to use Amazon Review Theme Miner API in JavaScript or TypeScript, providing convenience functions and automatic retries on errors.

Install the apify-client

$npm install apify-client

Other API clients include:

Amazon Review Theme Miner API in Python

Amazon Review Theme Miner API through CLI

Amazon Review Theme Miner OpenAPI definition

Amazon Review Theme Miner API

Amazon Reviews Scraper — Ratings Histogram & Customers Say

scrapersdelight/amazon-reviews-scraper

Get reviews for any Amazon product by ASIN or URL — rating, title, body, verified purchase, date, helpful votes, images, plus the star-rating histogram and the AI 'Customers say' aspect sentiment. Public pages only: no login, no cookies. 12 marketplaces. Export JSON/CSV.

Scrapers Delight

Amazon Reviews Scraper (Pay-Per-Event)

prodiger/amazon-reviews-scraper

Scrape written Amazon.com product reviews without a login or browser. Returns numeric ratings, exact ISO dates, review text, helpful votes, images, videos, verified/Vine flags, local rating and keyword filters, and run-level deduplication. Reviewer names are redacted unless explicitly enabled.

Arnas

OSM Hotel Snapshot (Nominatim)

zentrafoundry/airbnb-booking-market-snapshot

OpenStreetMap Nominatim hotel search for Chicago. Not Airbnb occupancy or Booking rates. $0.029.

Zentra

iTunes Podcast Snapshot

zentrafoundry/podcast-sponsor-prospect-finder

iTunes Search API podcast collections. Not extracted sponsors or host emails. $0.029 / show.

Zentra

Amazon Review Defect Miner

night111/amazon-review-defect-miner

Turn product or offer records into ranked, evidence-backed commerce opportunitys.

ng. night

CFPB Complaint Theme Miner

zentrafoundry/review-complaint-miner

Pull public CFPB complaint rows and keep the source URL. Theme tags are keyword matches, not a model. Authorized pages only. $0.01 / row.

Zentra

Home Depot Reviews Scraper: Ratings & Review Data

getascraper/homedepot-reviews-scraper

Extract Home Depot product reviews: rating, review text, reviewer name, verified-purchase flag, timestamp, helpful votes, photos, and attribute sub-ratings. Optional watchlist mode alerts only on reviews new since the last tracked run.

GetAScraper

Amazon Reviews Scraper

mlg14/amazon-reviews-scraper

Extract public Amazon product review previews with ratings, titles, text, dates, verification, variants, images, and helpful votes. Accept product URLs or ASINs and export flat review records.

MLG Data

Amazon Reviews Scraper

s-r/amazon-reviews-scraper

Scrape Amazon customer reviews by ASIN: star rating, title, full review text, author, date, verified-purchase badge and helpful votes, plus the product's overall rating and how many ratings it rests on. One row per review, across any Amazon marketplace.