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App Review Analyses
600 AI-powered analyses of real App Store reviews. Find common issues, missing features, and honest insights — before you download.
75
PikPak - Cloud Storage & Saver
Utilities · 33 bad reviews
用户希望能够批量下载文件夹，而不是逐个文件下载。
缺少文件夹下载功能缺乏Mac版本支持悬浮窗设计不佳+2
🇨🇳 ZHgpt-4o23h ago
85
VLC media player
Photo & Video · 28 bad reviews
The biggest product opportunity is improving VLC's file management and playlist creation features to enhance usability and user satisfaction.
Poor File Management and OrganizationPlaylist Creation and Management IssuesLack of Custom EQ Presets+5
🇺🇸 ENgpt-4o1d ago
75
Pythonista 3
Productivity · 4 bad reviews
The biggest product opportunity is to enhance Pythonista 3 with better onboarding and Shortcuts integration to appeal to both beginners and advanced users.
Lack of Shortcuts IntegrationPoor Console UI on iPad ProSteep Learning Curve for Beginners
🇺🇸 ENgpt-4o1d ago
85
英雄联盟手游
Games · 56 bad reviews
匹配机制的改进是竞争对手可以抓住的最大产品机会。
匹配机制不公平举报和惩罚系统无效缺乏新英雄和游戏内容+2
🇨🇳 ZHgpt-4o1d ago
85
阶跃AI-阶跃星辰AI助手
Productivity · 33 bad reviews
用户希望恢复和改进拍照识图功能，并增加相机变焦和暗黑模式等功能。
拍照识图功能缺失相机变焦功能缺失暗黑模式缺失+4
🇨🇳 ZHgpt-4o1d ago
30
阶跃AI-阶跃星辰AI助手
Productivity · 1 bad reviews
There is a specific demand for localized AI voice calling features to facilitate real-time language learning and speaking practice.
AI Voice Calling for Language PracticeLocalized Regional Support for Voice Services
🇺🇸 ENgemini-3-flash-preview1d ago
85
CamScanner - PDF Scanner App
Productivity · 99 bad reviews
A competitor could seize the opportunity by offering a scanner app with a clean, ad-free interface and flexible, one-time payment options.
Intrusive AdsConfusing Subscription ModelLack of Customization and Flexibility+4
🇺🇸 ENgpt-4o1d ago
85
Bobby - Track subscriptions
Finance · 88 bad reviews
The biggest product opportunity is to create a subscription management app with automated data entry and reliable notifications.
Automated Subscription Data EntryReliable Notification SystemiPad and Landscape Support+4
🇺🇸 ENgpt-4o1d ago
20
Unzip – ZIP 7Z RAR Extractor
Productivity · 3 bad reviews
用户希望能够在Silicon-M2机器上解压7z文件时支持密码功能。
Silicon-M2机器上的密码解压支持
🇨🇳 ZHgpt-4o6d ago
0
Unzip – ZIP 7Z RAR Extractor
Productivity · 3 bad reviews
No actionable feature gaps identified from the reviews.
🇺🇸 ENgpt-4o6d ago
40
心遇
Social Networking · 3 bad reviews
心遇缺乏用户友好的消息互动机制，导致用户体验不佳。
缺乏公平的消息互动机制机器人和虚假用户问题
🇨🇳 ZHgpt-4o6d ago
30
MarryU婚恋-探探附近实名制单身用户
Social Networking · 10 bad reviews
The biggest product opportunity is to create a dating app with transparent and fair user verification and payment systems.
Limited to Chinese CitizensLack of Transparent User VerificationConfusing and Misleading Payment Structure+1
🇺🇸 ENgpt-4o6d ago
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.