AppReview AI Download for Mac

Private on-device AI for Mac developers

Find what users want. Build better apps.

AppReview AI helps indie developers study App Store reviews, learn from competitors, and spot opportunities using Apple on-device intelligence. Review analysis stays private on your Mac.

Requires macOS 26 or later and Apple Intelligence enabled for AI analysis.

On-device AI + Competitor Reviews = Better app ideas
Download for Mac Apple Silicon Explore features
On-device AI Review Analysis Private summaries, themes, complaints, and feature requests.
Ratings Insights Compare scores and rating counts across storefronts.
Lifetime License Try the Mac app first. Pay €19 once when you need Pro.
System Requirements Compatible with macOS 26 or later. Apple Intelligence must be enabled for AI analysis.

What it does

Research competitors and ship smarter updates.

Use AppReview AI to study public App Store feedback, understand what customers complain about, and find ideas small teams can act on quickly.

AI Review Analysis

Analyze hundreds of your own or competitor reviews with on-device AI, then see what users like, dislike, and keep asking for.

Ratings Insights

View ratings across multiple countries and compare how your app performs in different markets.

Top Charts

Explore top free, paid, and grossing apps to discover competitors, category leaders, and apps worth studying.

Rank Monitor

Monitor selected storefronts and quickly identify changes in App Store visibility.

Reviews & Export

Export review data and AI insights for product notes, marketing research, and competitor reports.

ASO Guides

Learn how reviews, ratings, and rankings shape App Store growth.

Practical guides for developers who want to use public App Store feedback to improve product decisions, metadata, and competitive research.

What is ASO?

Understand App Store Optimization, from metadata and screenshots to ratings, reviews, and conversion signals.

Read the ASO guide

Why reviews matter

Learn why written reviews and star ratings are useful for ranking research, conversion, roadmap decisions, and competitor analysis.

Read the reviews guide

Privacy first

AI insights stay on device.

AppReview AI uses Apple on-device AI to generate insights directly on your Mac.

  • No external AI services.
  • No third-party AI APIs.
  • No account required.
  • Optional iCloud sync for saved apps and analyses.

Plans

Start free. Upgrade once.

Free Version

Free

  • Requires macOS 26 or later
  • Apple Intelligence required for AI analysis
  • Analyze reviews for one app
  • Up to three AI analyses
  • Explore ratings, charts, rankings, and app insights
  • No registration required

Pro Version

€19

One-time purchase. Lifetime license. No subscription.

Buy Pro license
  • Unlimited AI analyses
  • Unlimited apps
  • Export and share reports
  • Compare multiple apps and competitors
  • All future Pro features included for this license

Data Disclaimer

Revenue and download figures shown in the app are estimated data provided by Sensor Tower and may not represent official App Store statistics. These values are for informational purposes only.