🧠 Review Sentiment Analyzer — Themes, Trends & Complaints

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.

Google Maps Review Scraper & AI Sentiment Analyzer

jurassic_jove/google-maps-review-sentiment

Scrape up to 5,000 Google Maps reviews per business and get an AI reputation report: sentiment score, trend direction, top complaints, top praises, and executive summary. Pay per business — fully managed AI, no setup.

Google Maps & Yelp Review Sentiment Analyzer

alizarin_refrigerator-owner/review-sentiment-analyzer

Scrape reviews from Google Maps or Yelp and run AI-powered sentiment analysis to understand what customers really think about any business.

Podcast Episodes Scraper — Episode Metadata API

nexgendata/podcast-episodes-scraper

Scrape podcast episode metadata for media discovery. Clean JSON for PR, media-monitoring teams and AI agents.

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.

Multi-Platform Reputation Analyzer

ryanclinton/multi-review-analyzer

Cross-platform review monitoring, crisis detection, and decision-ready reputation risk scoring across Trustpilot, Google, BBB. Routable verdict, 30-day forecast, risk score, intervention playbook, cross-run memory layer. Deterministic. No LLM. Audit-ready.

Scrapes Google Maps reviews and uses AI (Gemini/OpenAI/Anthropic) to analyze sentiment, extract themes, and generate actionable business insights.

Elder Care Facility Intelligence MCP Server

ryanclinton/elder-care-facility-intelligence-mcp

Nursing home and assisted living due diligence intelligence via the Model Context Protocol.

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.

News Sentiment Analyzer — Article Signals & Trends

junipr/news-sentiment-analyzer

Collect news articles and classify visible sentiment signals, topics, tickers, entities, and source trends with transparent evidence rows.