Pricing

from $335.00 / 1,000 100 reviews analyzeds

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🧠 Review Sentiment Analyzer — Themes, Trends & Complaints

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Turn any review set into themes, complaints, sentiment % and trends.

Pricing

from $335.00 / 1,000 100 reviews analyzeds

Rating

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Developer

NexGen Watch

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Monthly active users

4 days ago

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Review Sentiment Analyzer — Themes & Trends API API through CLI

The Apify CLI is the official tool that allows you to use 🧠 Review Sentiment Analyzer — Themes, Trends & Complaints locally, providing convenience functions and automatic retries on errors.

Install Apify CLI

Using installation script (macOS/Linux):

$curl -fsSL https://apify.com/install-cli.sh | bash

Using installation script (Windows):

$irm https://apify.com/install-cli.ps1 | iex

Using Homebrew:

$brew install apify-cli

Using npm:

$npm install -g apify-cli

Other API clients include:

🧠 Review Sentiment Analyzer — Themes, Trends & Complaints API in Python

🧠 Review Sentiment Analyzer — Themes, Trends & Complaints API in JavaScript

🧠 Review Sentiment Analyzer — Themes, Trends & Complaints OpenAPI definition

🧠 Review Sentiment Analyzer — Themes, Trends & Complaints API

Tool: Reviews Sentiment & Themes Analyzer

scrapers_lat/reviews-sentiment-tool

Analyze customer and product reviews for sentiment, score, themes and emotions using premium AI. Paid Apify plans only.

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App Review Deep Report — Sentiment, Themes & Complaints

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Stop paying $50–100+/month for a review-intelligence subscription you use a few times.

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Amazon Review Intelligence Monitor

geneius/amazon-review-intelligence-monitor

Turn Amazon product reviews into complaint themes, praise themes, urgency scores, and listing actions.

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Review Sentiment Summary API

bipbip-apis/review-sentiment-summary-api

Summarize public review pages and review JSON-LD: ratings, complaint themes, pros and cons, review count, and reputation risks.

Daniel Christensen

Trustpilot Reviews Scraper + AI Analysis

lizzyyy2/trustpilot-reviews-scraper-ai

Scrape Trustpilot business profiles and reviews, then optionally enrich them with AI sentiment, themes, complaints, praises and fake-review detection.

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Google Maps Review Sentiment Analyzer

skunkattack/google-maps-review-sentiment-analyzer

Turn Google Maps reviews into insights. Sentiment analysis, keyword extraction, positive/negative themes & recommendations. Accepts JSON, CSV or dataset ID. Visual HTML reports included. Perfect for reputation management.

Matthew Skunks

Customer Sentiment Analysis AI

actor4you/customer-sentiment-analysis-ai

Scrape customer reviews from Facebook, Google Maps, Booking.com, and Amazon, then run AI-powered sentiment analysis. Get overall sentiment scores, trends, themes, and competitor comparisons.

Actor4you

Google Maps Review Intelligence Monitor

geneius/google-maps-review-intelligence-monitor

Turn Google Maps reviews into complaint themes, praise themes, urgency scores, and owner-response actions.

Gene

Trustpilot Review Analyzer — Sentiment, Trends & Response Rates

ryanclinton/trustpilot-review-analyzer

Scrape Trustpilot reviews for any business. Extract TrustScore, star ratings, review text, sentiment analysis, response rates, and keyword trends. No API key needed. Export JSON/CSV/Excel.