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App Market Insights

Free research from analyzing 156,000+ negative App Store reviews across 190 app categories. Discover what users hate, what they want, and where the opportunities are.

156K+
Reviews Analyzed
190
Categories
3
Insights Per Category

Want the full analysis? Get every report with complete data, build recommendations, and competitor weaknesses.

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All Categories

Breaking Alerts

1,591 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Crypto Wallet

1,441 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Group Chat

1,411 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Car Buying

1,387 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Quiz

1,368 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Karaoke

1,343 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Smart Home

1,331 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Sleep Tracker

1,305 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Electronics Store

1,244 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Fantasy Sports

1,236 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Tax Calculator

1,207 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Skiing

1,178 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Fishing

1,102 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Interior Design

1,088 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Calculator

1,086 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Weather

1,044 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Translation

1,035 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Airport

1,025 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Racing Game

1,002 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Roommate Finder

943 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Password Manager

930 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Period Tracker

923 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Music Learning

908 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Photo Editor

903 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Flashlight

897 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Voice Recorder

888 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Camera

880 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Budgeting

873 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Road Trip Planner

865 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Wifi Analyzer

862 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Fashion

860 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Moving

851 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Strategy Game

846 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

File Manager

845 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Allergy

832 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Contract Signing

832 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Driving Test

818 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Medication Reminder

785 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Background Remover

776 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Personal Trainer

774 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Coupon

771 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Battery Saver

767 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Luggage Tracker

763 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Invoice

738 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Bill Splitter

736 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Flashcard

726 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Food Scanner

722 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Kids Education

721 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Workout Tracker

721 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Pomodoro Timer

704 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Collage Maker

702 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Document Scanner

699 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Wine

692 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Bedtime Stories

690 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Thumbnail Maker

686 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Puzzle Game

660 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Water Reminder

646 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Habit Tracker

634 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Unit Converter

631 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Ai Photo

630 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Recipe

620 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Kids Coding

614 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Cocktail Recipes

596 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Qr Scanner

588 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Car Wash

569 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Price Comparison

569 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Food Diary

540 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Dj

537 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Meal Planning

535 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Yoga

504 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Reading

494 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Kids Game

475 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Hiit Timer

465 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Inventory Management

457 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Trivia Game

441 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Sports Scores

436 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Weightlifting

434 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Tech News

410 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Baking

408 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Therapy

389 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Music Production

331 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Mortgage Calculator

318 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Messaging

298 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Surfing

289 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Restaurant Reviews

285 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Kids Music

227 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Stock Trading

174 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Rss Reader

149 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Abc Learning

124 reviews · Score: 85/100

→ Top Problems → Why Users Leave → Missing Features

Stock News

1,806 reviews · Score: 82/100

→ Top Problems → Why Users Leave → Missing Features

News Aggregator

1,581 reviews · Score: 82/100

→ Top Problems → Why Users Leave → Missing Features

Filter

1,352 reviews · Score: 82/100

→ Top Problems → Why Users Leave → Missing Features

Rpg Game

988 reviews · Score: 82/100

→ Top Problems → Why Users Leave → Missing Features

Photo Sharing

880 reviews · Score: 82/100

→ Top Problems → Why Users Leave → Missing Features

Telehealth

787 reviews · Score: 82/100

→ Top Problems → Why Users Leave → Missing Features

Math

706 reviews · Score: 82/100

→ Top Problems → Why Users Leave → Missing Features

Instrument Tuner

593 reviews · Score: 82/100

→ Top Problems → Why Users Leave → Missing Features

Toddler

523 reviews · Score: 80/100

→ Top Problems → Why Users Leave → Missing Features

Dating

1,826 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Marketplace

1,664 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Parking

1,637 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Word Game

1,522 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Navigation

1,501 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Note Taking

1,487 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Grocery Delivery

1,482 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Home Valuation

1,451 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Pet Supplies

1,432 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Dashcam

1,411 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Parental Control

1,370 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Multiplayer Game

1,327 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Mental Health

1,266 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Pos System

1,241 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Simulation Game

1,197 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Rental

1,196 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Kanban Board

1,190 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Blood Pressure

1,152 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Payroll

1,140 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Hotel Booking

1,092 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Scheduling

1,058 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Sneaker

1,021 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Radio

1,003 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Business Card Scanner

933 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Meme Maker

908 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Video Sharing

889 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Neighborhood Guide

859 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Bar Restaurant Menu

840 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Podcast Directory

829 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Travel Guide

801 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Sound Effects

762 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Analytics Dashboard

716 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Vpn

682 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Weather News

629 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Forum

610 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Running

574 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Drawing

572 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Storytelling

556 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Vegan Recipes

520 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Currency Converter

516 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Exam Prep

404 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Beer

402 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Car Maintenance

373 reviews · Score: 78/100

→ Top Problems → Why Users Leave → Missing Features

Meal Kit

985 reviews · Score: 76/100

→ Top Problems → Why Users Leave → Missing Features

Beauty

1,447 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Microblogging

1,431 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Ev Charging

1,421 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Gas Prices

1,314 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Email Client

1,287 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Community

1,284 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Magazine

1,245 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Calendar

1,231 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Sports News

1,203 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Restaurant

1,192 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Furniture

1,121 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Audio Social

1,119 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Symptom Checker

1,106 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Project Management

1,092 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Net Worth Tracker

1,088 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Accounting

1,087 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Diet Planner

1,081 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Calorie Counter

1,062 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Roadside Assistance

1,056 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Cycling

1,036 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Property Management

1,036 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Crm

1,022 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Lyrics

998 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Coffee Ordering

971 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Golf

956 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Coding Tutorial

920 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Investing

912 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Language Learning

887 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Basketball Stats

885 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Meditation

870 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Kids Video

828 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Mileage Tracker

670 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Expense Tracker

646 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Savings

606 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Cooking Timer

600 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Step Counter

522 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Nutrition Tracker

505 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Trip Planner

453 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Thrift Store

439 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Hr

347 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Task Manager

123 reviews · Score: 75/100

→ Top Problems → Why Users Leave → Missing Features

Course Platform

1,580 reviews · Score: 72/100

→ Top Problems → Why Users Leave → Missing Features

Beat Maker

893 reviews · Score: 72/100

→ Top Problems → Why Users Leave → Missing Features

Video Editor

651 reviews · Score: 72/100

→ Top Problems → Why Users Leave → Missing Features

Fan Platform

585 reviews · Score: 72/100

→ Top Problems → Why Users Leave → Missing Features

Barista

923 reviews · Score: 70/100

→ Top Problems → Why Users Leave → Missing Features

Sports Game

1,179 reviews · Score: 65/100

→ Top Problems → Why Users Leave → Missing Features

Local News

968 reviews · Score: 65/100

→ Top Problems → Why Users Leave → Missing Features

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