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Free Reputation & Sentiment Lab Utilities · Powered by ReviewsData API

Cross-Platform Review & Sentiment Developer Tools.

Aggregate multi-platform star ratings across Trustpilot, Yelp, TripAdvisor, Google Play, and Apple App Store, model your 2026 review API unit economics, or inspect live sentiment JSON—with zero enterprise contract required. Ready to automate? Claim 12,000 Free Credits ($1.20) instantly or start with our $9.00 Indie Starter Pack.

01 · 5-Platform Score & Sentiment · Zero SignupTrustpilot · Yelp · TripAdvisor · Play · App Store

Multi-Platform Reputation Score Aggregator

Enter any company domain, restaurant, or mobile app to compute a weighted cross-platform reputation index, 5-star histogram, positive/defect topic tags, and copy-ready parallel API code.

Launch Reputation Score Aggregator →
02 · Interactive Rate Simulator · 2026 BenchmarksCompare $0.08–$0.20/1K vs Birdeye & Yelp Fusion

Customer Review & Reputation API Cost Calculator

Model your exact monthly or Pay-As-You-Go spend across Trustpilot Enterprise ($15K+/yr), Birdeye ($299+/mo), Yelp Fusion ($7.99–$19.99/1K), Outscraper ($2.50/1K), and ReviewsData API.

Open Review Cost Calculator →
03 · Live JSON Inspector · All 8 EndpointsGET /v1/trustpilot · /yelp · /tripadvisor · /app-store

Live Review & Sentiment Polarity API Playground

Test real customer review streams, company TrustScores, hospitality rankings, and mobile app version reviews directly in your browser—and export cURL, Python, or Node.js snippets.

Open Live API Playground →
04 · AI Agent Integration · OAuth 2.1 & Streamable HTTPhttps://mcp.reviewsdataapi.com/v1/mcp

Remote MCP Server for Claude, ChatGPT, Cursor & Windsurf

Connect your AI product analyst, brand reputation monitor, or GTM research agent directly to all 8 ReviewsData API endpoints using the Model Context Protocol.

View MCP Setup Guide →
05 · Live Infrastructure Telemetry · 7-Day WindowGET /v1/status · /v1/health

7-Day API Status & Live p50 / p95 Latency Monitor

Inspect real-time operational health, PostgreSQL 16 review cache latency, Redis DB 5 hit rates, and 7-day rolling p50/p95 response times across all 5 review platforms.

View Live System Status →
06 · Machine-Readable Schema · OpenAPI 3.1GET /openapi.json · /llms.txt

OpenAPI 3.1 Spec & LLM Discovery Manifests

Import our complete OpenAPI 3.1 specification into Postman, Insomnia, typed SDK generators, or custom GPT Actions with full schema definitions for all 8 endpoints.

Inspect OpenAPI 3.1 JSON →

Need to monitor thousands of domains, venues, or mobile apps?

Every utility on this page runs on synchronous REST endpoints at https://api.reviewsdataapi.com. Sign up in 10 seconds to receive 12,000 free Credits ($1.20) and an instant rv_live_... API key.