Free · No signup · Instant results
Turn bad reviews ↗ into
your next big idea
AI reads thousands of App Store reviews and tells you the real story — missing features, common frustrations, and issues other users hit. For smart buyers and builders alike.
Inaccurate & Low-Quality AI Results
The core AI functionality for face swaps and avatar generation often produces unsatisfactory results. Users report distorted, blurry, unnatural faces that don't resemble them, sometimes with incorrect features like skin tone or hair color. This makes the app's primary purpose unreliable and frustrating.
Unreliable Password Saving & Sync
Users frequently report that the app fails to save newly created or updated passwords, or it saves incorrect/old versions, leading to lockouts and frustration. Synchronization across multiple Apple devices is inconsistent, and some users have reported losing all their saved passwords.
Difficulty Finding & Resuming Content
Users struggle to locate specific meditation courses, programs, or their favorited content. Core features are often buried, recommendations are repetitive or irrelevant, and the overall content organization is poor, leading to frustration and wasted time.
Inaccurate Object Removal Results
Users consistently report that the app's primary feature, object removal, produces poor results. Edits often appear blurry, smudged, pixelated, distorted, or unnatural, leaving visible traces or replacing removed objects with mismatched backgrounds. This undermines the app's core promise.
Intrusive Ads & Aggressive Premium Nags
Free users are bombarded with full-screen, unskippable video ads after almost every food entry, often hijacking the screen, sometimes with audio, and lacking clear close buttons. This makes logging food a time-consuming and frustrating experience, driving users away. Additionally, constant 'last chance' pop-ups for premium subscriptions are perceived as manipulative and annoying.
Inadequate Mobile/iPad Feature Parity & Optimization
The mobile app is perceived as a 'dumbed-down' version, lacking essential desktop features like multiple windows, column creation, drag-and-drop, table resizing, and proper integration with iPad-specific functionalities (trackpad, Apple Pencil scribble, widgets, Shortcuts). This limits productivity on mobile and makes the app feel incomplete.
Poor AI Output Quality & Inaccuracy
Many users report that AI-generated results, including face swaps, avatars, headshots, and hairstyles, are often distorted, blurry, or fail to accurately represent their likeness. Specific complaints include incorrect facial features, skin tones, and hair colors, making the outputs unusable and disappointing, especially for diverse user groups.
Inaccurate & Unrealistic AI Generations
Users report that AI-generated images, particularly face swaps, often do not resemble them, add unwanted features (like hair to bald heads), or result in pixelated, cartoonish, odd, or uncanny outputs. The quality has reportedly degraded with recent updates, making the results less realistic than before.
Poor Customer Service Accessibility & Effectiveness
Users face significant barriers when trying to get help, including an inability to reach human agents, being trapped in bot-only chat loops, experiencing long wait times, and receiving generic or unhelpful responses. The lack of direct contact methods like a phone number or reliable live chat is a major point of frustration.
Missing Multimodal Input & Key Integrations
Users frequently complain about the absence or malfunction of core features like image upload and image generation, which are often advertised. There's also a desire for specific AI model integrations (e.g., Gemini live chat, Pie AI) and general integration with other apps/services (e.g., PPT download).
Poor User Experience & Navigation
Many users encounter blank screens, get stuck on a single password entry, or find the app's navigation confusing. The forced migration from Settings to a standalone app is disliked, with users feeling it's less secure and harder to find. Basic UX elements like searching for non-contiguous letters or copying passwords are also frustrating.
Ineffective Core Cleaning Functionality
Users consistently report that the app fails to clean their device storage, remove junk files, or make any noticeable difference. The fundamental promise of the app—to clean storage—is not being met, leading to widespread dissatisfaction.
Core Content & Features Removed/Degraded
Users are highly dissatisfied with the removal of popular movie clips, diverse GIFs, and unique features like voiceover/lip-sync, which were central to the app's appeal. This content has been replaced with generic, low-quality, or less engaging AI-generated alternatives, severely diminishing the app's value and fun.
Poor UX/UI & Guidance
Users are frustrated by confusing navigation, clunky interfaces, and a lack of clear guidance during workouts. Specific issues include unrealistic/misleading visuals, unclear exercise illustrations, and a recent update removing verbal cues, forcing users to constantly look at their screen. The onboarding process is also criticized for being too long and forced.
Inaccurate & Low-Quality AI Output
Users consistently report that AI-generated images and videos do not resemble their input photos, often appearing distorted, generic, or completely irrelevant. Issues include incorrect skin tones, facial features, hair, and even generating entirely different subjects or themes. Many feel it's just basic face-swapping rather than true AI transformation.
Inaccurate & Uneditable Food Database
Users consistently report wildly inaccurate calorie and nutritional values for both generic and brand-name foods, often with multiple conflicting entries. The inability to edit or correct these values, especially for scanned items, makes accurate tracking impossible and undermines the core purpose of a calorie tracker.
Poor Mobile Text Editing & Interaction
Users consistently report issues with cursor jumping/disappearing, difficulty selecting text, unreliable copy/paste, and general clunkiness when typing or interacting with content on mobile devices, especially iPad with external keyboards. This makes basic note-taking frustrating and inefficient.
广告无法关闭,导致应用无法使用
许多用户反映应用内广告的关闭按钮(“X”)经常被手机状态栏(如电池、Wi-Fi图标)遮挡或无响应,导致广告无法跳过。这使得用户在观看广告后无法继续使用应用,严重影响了免费用户的使用体验。
Frustrating & Deceptive Paywall/Trial Workflow
Users are frustrated by the app's paywall strategy, which often requires them to invest time selecting photos and styles before revealing that payment is required. Some also complain about paying for a subscription only to find basic features still locked behind additional payments, making the trial experience feel deceptive.
AI Fails to Follow User Instructions
Users are frustrated that the AI photo editor does not reliably execute their commands, often producing results that are irrelevant or even contrary to their explicit instructions. This fundamental lack of responsiveness makes the app unusable for its intended purpose.
Inaccurate & Low-Quality AI Results
The core AI functionality for face swaps and avatar generation often produces unsatisfactory results. Users report distorted, blurry, unnatural faces that don't resemble them, sometimes with incorrect features like skin tone or hair color. This makes the app's primary purpose unreliable and frustrating.
Unreliable Password Saving & Sync
Users frequently report that the app fails to save newly created or updated passwords, or it saves incorrect/old versions, leading to lockouts and frustration. Synchronization across multiple Apple devices is inconsistent, and some users have reported losing all their saved passwords.
Difficulty Finding & Resuming Content
Users struggle to locate specific meditation courses, programs, or their favorited content. Core features are often buried, recommendations are repetitive or irrelevant, and the overall content organization is poor, leading to frustration and wasted time.
Inaccurate Object Removal Results
Users consistently report that the app's primary feature, object removal, produces poor results. Edits often appear blurry, smudged, pixelated, distorted, or unnatural, leaving visible traces or replacing removed objects with mismatched backgrounds. This undermines the app's core promise.
Intrusive Ads & Aggressive Premium Nags
Free users are bombarded with full-screen, unskippable video ads after almost every food entry, often hijacking the screen, sometimes with audio, and lacking clear close buttons. This makes logging food a time-consuming and frustrating experience, driving users away. Additionally, constant 'last chance' pop-ups for premium subscriptions are perceived as manipulative and annoying.
Inadequate Mobile/iPad Feature Parity & Optimization
The mobile app is perceived as a 'dumbed-down' version, lacking essential desktop features like multiple windows, column creation, drag-and-drop, table resizing, and proper integration with iPad-specific functionalities (trackpad, Apple Pencil scribble, widgets, Shortcuts). This limits productivity on mobile and makes the app feel incomplete.
Poor AI Output Quality & Inaccuracy
Many users report that AI-generated results, including face swaps, avatars, headshots, and hairstyles, are often distorted, blurry, or fail to accurately represent their likeness. Specific complaints include incorrect facial features, skin tones, and hair colors, making the outputs unusable and disappointing, especially for diverse user groups.
Inaccurate & Unrealistic AI Generations
Users report that AI-generated images, particularly face swaps, often do not resemble them, add unwanted features (like hair to bald heads), or result in pixelated, cartoonish, odd, or uncanny outputs. The quality has reportedly degraded with recent updates, making the results less realistic than before.
Poor Customer Service Accessibility & Effectiveness
Users face significant barriers when trying to get help, including an inability to reach human agents, being trapped in bot-only chat loops, experiencing long wait times, and receiving generic or unhelpful responses. The lack of direct contact methods like a phone number or reliable live chat is a major point of frustration.
Missing Multimodal Input & Key Integrations
Users frequently complain about the absence or malfunction of core features like image upload and image generation, which are often advertised. There's also a desire for specific AI model integrations (e.g., Gemini live chat, Pie AI) and general integration with other apps/services (e.g., PPT download).
Poor User Experience & Navigation
Many users encounter blank screens, get stuck on a single password entry, or find the app's navigation confusing. The forced migration from Settings to a standalone app is disliked, with users feeling it's less secure and harder to find. Basic UX elements like searching for non-contiguous letters or copying passwords are also frustrating.
Ineffective Core Cleaning Functionality
Users consistently report that the app fails to clean their device storage, remove junk files, or make any noticeable difference. The fundamental promise of the app—to clean storage—is not being met, leading to widespread dissatisfaction.
Core Content & Features Removed/Degraded
Users are highly dissatisfied with the removal of popular movie clips, diverse GIFs, and unique features like voiceover/lip-sync, which were central to the app's appeal. This content has been replaced with generic, low-quality, or less engaging AI-generated alternatives, severely diminishing the app's value and fun.
Poor UX/UI & Guidance
Users are frustrated by confusing navigation, clunky interfaces, and a lack of clear guidance during workouts. Specific issues include unrealistic/misleading visuals, unclear exercise illustrations, and a recent update removing verbal cues, forcing users to constantly look at their screen. The onboarding process is also criticized for being too long and forced.
Inaccurate & Low-Quality AI Output
Users consistently report that AI-generated images and videos do not resemble their input photos, often appearing distorted, generic, or completely irrelevant. Issues include incorrect skin tones, facial features, hair, and even generating entirely different subjects or themes. Many feel it's just basic face-swapping rather than true AI transformation.
Inaccurate & Uneditable Food Database
Users consistently report wildly inaccurate calorie and nutritional values for both generic and brand-name foods, often with multiple conflicting entries. The inability to edit or correct these values, especially for scanned items, makes accurate tracking impossible and undermines the core purpose of a calorie tracker.
Poor Mobile Text Editing & Interaction
Users consistently report issues with cursor jumping/disappearing, difficulty selecting text, unreliable copy/paste, and general clunkiness when typing or interacting with content on mobile devices, especially iPad with external keyboards. This makes basic note-taking frustrating and inefficient.
广告无法关闭,导致应用无法使用
许多用户反映应用内广告的关闭按钮(“X”)经常被手机状态栏(如电池、Wi-Fi图标)遮挡或无响应,导致广告无法跳过。这使得用户在观看广告后无法继续使用应用,严重影响了免费用户的使用体验。
Frustrating & Deceptive Paywall/Trial Workflow
Users are frustrated by the app's paywall strategy, which often requires them to invest time selecting photos and styles before revealing that payment is required. Some also complain about paying for a subscription only to find basic features still locked behind additional payments, making the trial experience feel deceptive.
AI Fails to Follow User Instructions
Users are frustrated that the AI photo editor does not reliably execute their commands, often producing results that are irrelevant or even contrary to their explicit instructions. This fundamental lack of responsiveness makes the app unusable for its intended purpose.
How it works
Three steps to product clarity
Enter any App Store app
Paste an app ID or name — we pull all the negative reviews instantly.
AI reads every complaint
AI analyzes hundreds of real reviews to find the patterns — what users actually struggle with.
See the honest picture
Get a clear summary of real issues, missing features, and what to watch out for.
Features
Everything you need to find your edge
Real Issues, Not Noise
Filters out bugs and pricing rants. Shows you genuine feature gaps and UX frustrations that matter.
Opportunity Score
Every app gets a 0–100 score showing how many real issues exist. Higher = more problems.
Backed by Real Reviews
Every insight links back to actual user reviews — read the original words, not just summaries.
Alternative Ideas
See what a better version of this app could look like. Great for buyers and builders.
Rating Breakdown
See the full star distribution. Know exactly how many users are happy vs frustrated.
Multiple AI Models
Powered by Gemini and OpenAI. Analyze in 7 languages including English, Chinese, and Japanese.
Recent Analyses
See what others are discovering
SHEIN - Shopping Online
Shopping · 165 bad reviews
The biggest product opportunity lies in building a transparent, user-centric shopping experience with fair reward systems, accessible and effective customer support, and clear, honest product information and pricing.
Headspace: Meditation & Sleep
Health & Fitness · 61 bad reviews
The biggest product opportunity lies in building a meditation app with a simple, intuitive, and customizable user interface that makes core content easy to find and offers a robust, genuinely free tier, avoiding distracting features like intrusive AI or gamification.
Passwords
Utilities · 122 bad reviews
The biggest product opportunity for a competitor is to build a highly reliable password manager with a superior user experience, robust saving/syncing, comprehensive features like structured fields and grouping, and flexible password generation, all while offering seamless cross-platform integration.
Notion: Notes, Tasks, AI
Productivity · 98 bad reviews
The biggest product opportunity lies in building a mobile-first, highly optimized note-taking and knowledge management app that offers robust offline access, intuitive text editing, full feature parity across devices, and non-intrusive, optional AI, addressing Notion's significant mobile usability and feature gaps.
Home Workout - No Equipments
Health & Fitness · 30 bad reviews
A significant opportunity exists for a competitor to build a bodyweight workout app that offers genuinely effective and personalized routines, an intuitive and well-guided user experience, and essential features like offline access and cross-device sync.
Photo Retouch-Object Removal
Photo & Video · 165 bad reviews
The biggest product opportunity lies in delivering a reliable, high-quality object removal tool that consistently produces natural-looking results, coupled with a transparent and user-friendly experience for saving and exporting edited photos.
Who is it for
Built for people who look before they leap
Smart Buyers
Research any app before committing to a subscription. See what real users struggle with — so you don't find out the hard way.
Product Builders
Find real product opportunities by understanding what existing apps get wrong. Build what users are already asking for.
Indie Hackers
Validate your next idea by checking if users are actually begging for what you want to build. Skip the guesswork.
21
Apps analyzed
8,122
Reviews read
147
Issues found
Check any app before you commit
Whether you're buying, switching, or building — know the real issues in under a minute.
Try it now