AI App Review Analysis with MCP

Transform App Store reviews into actionable product intelligence for developers, businesses, and AI workflows. Find opportunities, understand sentiment, compare competitors, and query insights through MCP.

App Store Download on App Store
iOS iPadOS macOS MCP
Reviewly app showing AI-powered App Store review analysis

Powerful Features

Everything you need to analyze app reviews, discover opportunities, and bring review intelligence into AI tools

Deep App Insights

Get comprehensive insights from app reviews with detailed analytics and trends

AI Sentiment Analysis

AI-powered sentiment analysis to understand customer emotions and feedback patterns

AI Opportunity Finding

Discover growth opportunities and improvement areas through intelligent AI analysis

Global App Store Search

Analyze app reviews from any country using advanced App Store search capabilities

Competition Analysis

Detailed competitive analysis to understand market positioning and competitor strategies

Cross-Platform

Works seamlessly on iPhone, iPad, and Mac with optimized interfaces for each device

MCP Server

Reviewly includes an MCP server for AI agents and developer tools to query app review insights.

Model Context Protocol

Bring App Store review intelligence into your AI workflow

Reviewly includes an MCP server for AI agents and developer tools to query app review insights. Use it to inspect customer pain points, compare apps, summarize sentiment, and turn review feedback into product decisions from the tools you already use.

Connect AI coding agents and desktop tools to Reviewly insights
Query review summaries, opportunities, competitors, and sentiment
Keep app research inside your Reviewly workflow on Mac
Reviewly MCP server showing app review intelligence tools for AI agents

For Business & Competition Analysis

Stay ahead of your competition by analyzing their app reviews and understanding customer sentiment. Identify market gaps and opportunities to improve your own products.

Monitor competitor app performance
Identify customer pain points
Discover market opportunities
Track rating trends over time
Get Started for Business

For Personal App Development

Research different apps and find gaps in the market. Understand what users love and hate about existing apps to create better products.

Research app market trends
Find untapped market opportunities
Understand user preferences
Validate app ideas
Start Researching

Optimized for Mac and iPad

Experience Reviewly on larger screens with developer research, app tracking, MCP workflows, and detailed review analysis

Reviewly iPad interface for app review analysis
Reviewly advanced AI analysis for App Store reviews on iPad Reviewly revenue and download analysis on iPad Reviewly similar apps comparison on iPad

All Features Included

Everything you need. Start a free trial on the App Store.

Frequently Asked Questions

How does Reviewly analyze app reviews?

Reviewly uses advanced AI algorithms to analyze app reviews from the App Store, providing sentiment analysis, trend identification, and actionable insights to help you understand user feedback patterns.

Can I analyze apps from different countries?

Yes! Reviewly supports global App Store search, allowing you to analyze app reviews from any country and understand regional market differences and user preferences.

What can I do with the Reviewly MCP server?

The MCP server lets compatible AI agents and developer tools query Reviewly insights, including review summaries, opportunities, sentiment patterns, and competitive research.

How do I contact support?

You can reach out to support@karmaacademy.com.au for any support requests. Our team is here to help you get the most out of Reviewly.

Is my data secure?

Absolutely. All data stays on your device and is never shared with third parties. You can delete all data by simply deleting the app and clearing your iCloud account.

Ready to Transform Your App Analysis?

Use AI to understand App Store reviews, compare competitors, and bring review intelligence into your MCP-enabled tools

App Store Download Reviewly