AppHitlist

// Review complaints

Find your next app idea in 1-star reviews

Thousands of bad reviews, one minute to read. AppHitlist groups them by topic, so you see what the paying users of a successful app keep running into.

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// WHAT IT IS

AppHitlist turns 1- and 2-star reviews into complaint themes: reviews grouped by topic, each with a count. When an app that already earns money has a loud, repeated complaint, that is a gap you can fill with a better app. For your own apps, competitors and watchlist, AppHitlist also groups feature requests, so you see what users want next.

// WHAT YOU GET

What you can do once you can see the data

Skip the reading, keep the pattern

Each app gets a list of complaint topics with the number of reviews behind each. See the top three problems in a minute instead of reading hundreds of reviews.

Find gaps inside apps that already earn

A complaint about an app people pay for is a better lead than one about a dead app. Read the themes next to the app's revenue estimate and rank history.

Learn what users ask your competitors for

Feature requests are grouped for your own apps, competitors and watchlist. You see what is missing before you plan your next release.

Compare apps side by side

Add up to two more apps and read their top complaints and requests next to each other. A complaint shared across rivals points to an open niche.

// HOW IT WORKS

From first search to a decision in three steps

  1. 01

    Pick an app

    Open Review Analytics and choose one of your apps, a competitor, a watchlist app or a favorite, or search the catalog by name.

  2. 02

    Read the complaint themes

    Read the Complaints list and its review counts. Then open the latest reviews, filtered to 1 or 2 stars, and read the real wording.

  3. 03

    Compare and decide

    Add up to two more apps to the comparison. Write down the complaint that keeps coming up and ask whether you can solve it better.

// WHO IT IS FOR

Built for people who ship small apps and need to choose well

Developers hunting for an idea

Start from what users already pay for and hate, instead of starting from a blank page.

Owners improving their own app

See the complaints and requests in your own reviews, grouped, so the next update fixes what hurts most.

Founders sizing up a rival

Find where a strong competitor lets users down, such as billing, price or a missing feature. That is where you can win.

// GOOD TO KNOW

What to keep in mind before you rely on it

Themes are grouped automatically from 1- and 2-star reviews, so they lean negative and can sometimes lump different complaints together. A loud complaint is not proof that many users care. Topics appear once new low-star reviews are analyzed, so a new app may have none yet. Feature requests exist only for your own apps, competitors and watchlist. Review analysis is part of the paid plan and covers the iOS App Store only.

// RELATED

Other jobs you can do with the same data

Find app ideas

Start from apps that already make money. Filter the App Store by genre, rating, price and ads, and spot new winners early, before you build.

Competitor tracking

See where rival apps out-earn and outrank you. Compare revenue, ratings, ads and keyword gaps, and get an email the day a competitor makes a move.

Track your app

Add your app and follow its App Store search rank for every keyword you choose. Ranks refresh daily, so you see whether each listing change worked.

// READ NEXT

Three guides that go deeper

6 min read

How to Find Profitable App Ideas That Already Make Money

Find app ideas that already earn: read the grossing charts, check app age, mine 1-star reviews, look at Meta ads, then pick one gap you can fill.

6 min read

Competitor Research Before Building an App: A Routine

A competitor research routine before you build an app: find direct rivals, compare ratings, complaints, ads, keywords and pricing, then decide.

6 min read

How App Store Revenue Estimates Work (and Why They Err)

How App Store revenue and download estimates are built from chart rank, why category, country and pricing change them, and where the errors come from.

// FAQ

Questions people ask before they start

How do I find app ideas from bad reviews?

Pick an app that already earns money, open its complaint themes and look for a problem that repeats. If many users hit the same wall, a simpler or fairer app can win them over. Check the app's revenue estimate and rank history first, so you know the audience is real.

What are complaint themes?

They are groups of 1- and 2-star reviews that complain about the same thing, such as billing, price, bugs or a missing feature. AppHitlist shows each group with its review count, so you see which problem is biggest without reading every review. You can open the real reviews behind any group.

Can I see what users want from a competitor's app?

Yes. Add the competitor under Competitors or put the app on your watchlist, then pick it in Review Analytics. AppHitlist groups its feature requests next to its complaints, with a review count for each topic. You see what its users ask for before you plan your own version.

How reliable are the complaint themes?

Good enough to spot a pattern, not a poll. Themes are grouped automatically from 1- and 2-star reviews, so they lean negative and can lump similar complaints together. A loud complaint does not prove many users care. Open the real reviews behind a theme and check the wording before you build on it.

// START

See the data for yourself

A free account shows app profiles, ratings, prices and rank history. Revenue estimates, ads and complaint themes are on the paid plan.

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