Steal your competitor's roadmap before they build it.

Search any app by name. Get a ranked breakdown of the top complaints, feature requests, and churn reasons. In 30 seconds. Free. No account needed.

Free ยท No account ยท Results in about 30 seconds

6M+ apps40 countriesiOS & Android

Top complaints

Ranked by frequency

~30s
  • 01Crashes after the latest updateHigh
  • 02Paywall hits before any valueHigh
  • 03Sync drops between devicesMedium
  • 04No offline modeMedium
  • 05Onboarding asks too muchLow

Every theme opens to the real reviews behind it.

Every insight is traced back to a real review. No hallucinated quotes. No invented themes.

How it works

๐Ÿ”
01

You're about to spec your next feature

Search your top competitors by name directly in ParseMyApp.

๐Ÿ“Š
02

You get a ranked list of their users' biggest pain points

Exact review quotes, frequency, and severity. In 30 seconds, not 3 hours.

๐Ÿ“ฅ
03

You ship what their users are begging for

Before they fix it themselves.

โ€œI used this before scoping our Q2 roadmap. Found 2 features we hadn't thought of.โ€

Indie founder, mobile app
๐Ÿ”‘

Bring Your Own Key

By default we use a shared Groq key so you can start instantly. Prefer a different model or higher limits? Add your own API key in Settings and pick your provider.

Groq

Free tier. Fastest inference. Default provider.

console.groq.com โ†’

OpenAI

Uses gpt-4o-mini. Great accuracy. Paid account required.

platform.openai.com โ†’

Anthropic

Uses Claude Haiku. Strong reasoning. Paid account required.

console.anthropic.com โ†’

xAI (Grok)

Uses grok-3-mini. Fast and capable. Get a key at console.x.ai.

console.x.ai โ†’

Gemini

Uses gemini-2.0-flash. Free tier available via Google AI Studio.

aistudio.google.com โ†’

Your key is stored only in your browser, never on our servers. Transmitted over HTTPS per request.

Add Key in Settings โ†’

Why I built this

Tools like Bolt, Lovable, and Rork made it possible to ship a mobile app in a weekend. So everyone did.

The App Store got flooded. Thousands of new apps (AI assistants, productivity tools, habit trackers) all launching at the same time, all competing for the same users. Most of them built on instinct, not evidence.

I was doing the same thing. Building ideas I thought were good, shipping them, then wondering why nobody cared. The problem wasn't the execution. I was guessing what people actually wanted.

The answer was already in the App Store. Half a million reviews, written by real users, describing exactly what they hate and what they'd pay to fix. Nobody was reading them systematically because it takes hours. So I built ParseMyApp to do it in 30 seconds.

Jordane, builder of ParseMyApp

See what your competitors' users are asking for.

Analyze any app โ†’

Free. No account needed.