Pricing

from $1.00 / 1,000 results

Review Intelligence Analyzer

Turn customer reviews into sentiment, themes, pain points, feature requests, competitor mentions, evidence quotes, and prioritized actions. Accepts direct input or any Apify dataset and exports JSON, Markdown, and HTML.

Pricing

from $1.00 / 1,000 results

Rating

0.0

(0)

Developer

SignalForge Labs

Actor stats

Bookmarked

Total users

Monthly active users

2 days ago

Last modified

Categories

E-commerce

Automation

You can access the Review Intelligence Analyzer 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    "reviews": [
12        {
13            "text": "Fast delivery and excellent quality. I would buy again.",
14            "rating": 5,
15            "url": "https://example.com/review/1"
16        },
17        {
18            "text": "The app crashes often. Please add offline mode.",
19            "rating": 2,
20            "url": "https://example.com/review/2"
21        }
22    ]
23};
24
25// Run the Actor and wait for it to finish
26const run = await client.actor("signalforge_labs/review-intelligence-analyzer").call(input);
27
28// Fetch and print Actor results from the run's dataset (if any)
29console.log('Results from dataset');
30console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
31const { items } = await client.dataset(run.defaultDatasetId).listItems();
32items.forEach((item) => {
33    console.dir(item);
34});
35
36// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

Review Intelligence Analyzer API in JavaScript

The Apify API client for JavaScript is the official library that allows you to use Review Intelligence Analyzer 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:

Review Intelligence Analyzer API in Python

Review Intelligence Analyzer API through CLI

Review Intelligence Analyzer OpenAPI definition

Review Intelligence Analyzer API

Review Intelligence Analyzer

tangy_transformer/review-intelligence-analyzer

Scrape reviews from Trustpilot and G2, then use AI to analyze them into sentiment scores, pain points, feature requests, competitor mentions, and executive summaries. Perfect for product managers, agencies, and brand teams.

Kapil Prajapati

Review Intelligence Analyzer - Google Reviews Sales Signals

santamaria-automations/review-intelligence-analyzer

Analyze a business's Google Maps reviews with an LLM and return structured intelligence a sales team can act on: overall sentiment, complaint themes, praise themes, owner-response tone, red flags and opportunity signals. Bring your own LLM key (Gemini, Groq, OpenRouter). Pay-per-result.

NanoScrape

Review Intelligence Analyzer

magicfingers/review-intelligence

Scrapes reviews from ANY website (Amazon, Google Maps, Trustpilot, Yelp, G2, etc.) and uses LLM to generate actionable business intelligence: sentiment analysis, theme extraction, competitive insights, trend analysis, and executive summaries.

abdulrahman alrashid

iOS App Store Reviews Scraper — No API Key, Pay Per Record

nexgendata/ios-app-store-reviews-scraper

Extract reviews from Apple App Store — ratings, text, dates & app metadata. Monitor app reputation, track competitor reviews & build ASO tools. Delivers results straight to your Notion via Apify MCP connectors. Pay per review.

NexGenData

Google Play Store Scraper — App Metadata & ASO Data API

nexgendata/google-play-store-scraper

Extract app data from Google Play — ratings, reviews, downloads, pricing & developer info. Build ASO tools, Android market analysis & app intelligence. Pay per app.

NexGenData

Video & Image AI: Transcripts, Scenes, Objects, Insights

ntriqpro/video-intelligence-analyzer

AI-powered video and image analyzer. Extract transcripts, detect scenes, objects, faces, text, and visual events. Built for content creators, marketers, media teams. Process YouTube URLs, MP4 files, and image batches. Get structured JSON with scene timestamps, object tags, and searchable metadata.

daehwan kim

Apple App Store Scraper — App Metadata & ASO Data API

nexgendata/apple-app-store-scraper

Extract app data from Apple App Store — rankings, ratings, reviews, pricing & developer info. Build ASO tools, app market analysis & competitive intelligence. Pay per app.

NexGenData

Google Play Reviews Scraper — App Reviews API

nexgendata/google-play-reviews-scraper

Scrape Google Play (Android) app reviews — star rating, text, date, dev replies and sentiment — by app ID or Play Store URL. For app teams, ASO, support and competitor analysis. No key, pay per review.

NexGenData

Capterra Review Firehose — B2B Software Reviews API

nexgendata/capterra-review-firehose

Daily firehose of new Capterra and TrustRadius reviews for any SaaS product. Track competitive sentiment, capture displacement leads, monitor launches. Pay per review.

NexGenData

App Review Intelligence

crashlattice57/app-review-intelligence

Turn App Store reviews into intelligence: rating trends, which app version tanked your score, and AI-mined themes (top complaints, praises, feature requests) with competitor head-to-head.

MooreIQ

Google Maps Reviews Scraper + Reputation Intelligence

ryanclinton/google-maps-reviews-scraper

Scrapes Google Maps reviews from a business name, postcode, or place URL. Returns the complete review set with a coverage audit (claimed vs collected), sentiment, complaint themes, rating trajectory, response health, and a ranked reputation attention queue.