Browse All Analyses
App Review Analyses
554 AI-powered analyses of real App Store reviews. Find common issues, missing features, and honest insights — before you download.
85
Glowify - AI Hairstyle Try On
Photo & Video · 49 bad reviews
提供更丰富的发型选择和面部分析功能是一个巨大的产品机会。
有限的发型选择无法同时更改发型和发色缺乏面部分析功能+3
🇨🇳 ZHgpt-4o5d ago
70
秒睡 - 白噪音催眠助眠哄睡
Health & Fitness · 21 bad reviews
用户希望白噪音应用能提供更多的声音选择和更好的后台播放功能。
缺少多样化的白噪音选项后台播放功能缺失广告干扰使用体验+2
🇨🇳 ZHgpt-4o5d ago
0
Calendarly: Calendar Wallpaper
Productivity · 3 bad reviews
当前没有明显的产品机会，因为所有评论都集中在定价和付费墙问题上。
🇨🇳 ZHgpt-4oJun 3, 2026
85
Procreate Pocket
Graphics & Design · 78 bad reviews
The biggest product opportunity is to create a more intuitive and feature-rich mobile drawing app with seamless integration between devices.
Limited Layer SupportLack of Undo/Redo ButtonsPoor Onboarding and Learning Curve+5
🇺🇸 ENgpt-4oJun 3, 2026
85
Cal AI - Calorie Tracker
Health & Fitness · 21 bad reviews
The biggest product opportunity is to create a calorie tracking app with accurate AI food recognition and robust integration with health platforms like Apple Health.
Inaccurate AI Food RecognitionLack of Integration with Apple HealthShort and Ineffective Trial Period+4
🇺🇸 ENgpt-4oJun 2, 2026
85
Healthi: Weight Loss, Diet App
Health & Fitness · 90 bad reviews
A competitor could seize the opportunity by offering a more intuitive and flexible user interface with better food database accuracy and customization options.
Confusing and Clunky InterfaceInaccurate and Inconsistent Food DatabaseLack of Customization for Diet Plans+4
🇺🇸 ENgpt-4oJun 1, 2026
85
Shotsy GLP-1 Tracker
Health & Fitness · 12 bad reviews
Improving the app's UX/UI for better data visualization and adding missing features like widgets and side effect tracking could significantly enhance user satisfaction.
Confusing Calendar NavigationMissing Widget SupportLimited Health Tracking Features+3
🇺🇸 ENgpt-4oJun 1, 2026
85
Strong Workout Tracker Gym Log
Health & Fitness · 48 bad reviews
The biggest product opportunity is improving Apple Watch integration and syncing reliability.
Unreliable Apple Watch SyncingLack of Custom Exercise EntryConfusing and Cluttered UI+3
🇺🇸 ENgpt-4oJun 1, 2026
85
Calorie Counter - MyNetDiary
Health & Fitness · 30 bad reviews
The biggest product opportunity is to create a calorie tracking app with a more intuitive UI and better customization options for tracking specific dietary needs.
Intuitive and Simplified UICustomizable Nutrient TrackingAccurate Food Database+4
🇺🇸 ENgpt-4oJun 1, 2026
85
Apple播客
Entertainment · 65 bad reviews
批量管理订阅和关注的功能是一个显著的产品机会。
缺乏批量管理功能多设备同步问题缺少播放速度选项+3
🇨🇳 ZHgpt-4oMay 31, 2026
85
Telegram Messenger
Social Networking · 177 bad reviews
The biggest product opportunity is to create a messaging app with robust accessibility features and improved privacy controls.
Lack of Accessibility FeaturesPrivacy and Contact Sync IssuesAccount Bans Without Explanation+3
🇺🇸 ENgpt-4oMay 26, 2026
85
MarginNote 4: AI Notes·MindMap
Productivity · 50 bad reviews
The biggest product opportunity is to improve synchronization and provide seamless cross-device functionality.
Poor Synchronization Across DevicesConfusing and Unintuitive InterfaceLack of Basic Note Management Features+4
🇺🇸 ENgpt-4oMay 24, 2026
Every analysis is generated by AI reading real App Store reviews. Rantbase helps you understand what users actually think about apps — their frustrations, missing features, and common problems — so you can make informed decisions before downloading or building.