Live App Store reviews · not AI guesses

Find the gap
before you build.

// type any app name. we pull live reviews from the App Store and tell you exactly what users are complaining about, what they wish existed, and where you can move in.

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live App Store data, not training data no signup required 1 free report any app on the App Store
app name
📝
Notion
Notion Labs · ★ 4.7
⚡ mine reviews
🔥 complaint #1 · severity: high
Catastrophically slow with large databases — "My workspace has 3,000 pages and it takes 8 seconds to load anything. Unusable on mobile."
✦ wish #1 · most requested feature
Offline mode that actually works — "I can't use Notion on a plane. Every time I try, half my pages won't load. This has been 'coming soon' for 3 years."
⚡ gap #1 · opportunity to exploit
Mobile experience is an afterthought — Users consistently say desktop Notion is great but mobile feels like a different, broken product built by a different team.
process

From app name
to insight in 3 steps

step 01
🔍
Type any app name

Search any app — Notion, Headspace, Duolingo, your direct competitor. We look it up instantly and confirm before running the analysis.

step 02
📡
We pull live App Store reviews

Real reviews fetched live from Apple's App Store — not a training dataset, not cached results. What users are actually writing right now.

step 03
📋
Get a structured report

Top complaints ranked by severity with real user quotes, wishlist features users are begging for, and competitive gaps you can build into.

what you get

Three outputs.
Every gap mapped.

🔥
Top complaints
What users are suffering from

Ranked by severity. Each complaint comes with real signal phrases pulled directly from reviews — the exact words users are using.

Wishlist features
What they'd switch for tomorrow

The features users are requesting by name in reviews. Real quotes, not paraphrases. This is your roadmap if you're building a competitor.

Competitive gaps
Where you can move in

The specific areas where the app is consistently failing its users — patterns in 1 and 2 star reviews that reveal unserved needs.

who it's for

Built for builders
who do their homework

// indie founder
Validate the gap before building

Before writing a line of code, mine the top app in your category. If the complaints are loud and the wishlist is clear, that's your roadmap.

// product manager
Competitive research in 10 seconds

Stop reading competitor reviews manually. Get a structured breakdown of what their users hate and what they're asking for — in one report.

// app developer
Know what you're up against

Mine the top apps in your category and understand exactly what users are frustrated with. Build the thing they can't get anywhere else.

// vc / investor
Market signal in a space you don't know

Quickly understand the pain landscape in any app category — what the incumbents are failing at and what a new entrant could exploit.

pricing

Simple, honest pricing

free
$0
no credit card needed
  • 1 report per day
  • all 3 output sections
  • real review quotes included
  • no export
  • no report history
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bundle
$9/report
pay as you go · 5-pack
  • 5 premium reports ($45 value)
  • export to PDF / Notion
  • no subscription needed
  • no report history
  • standard speed
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Your first report
is on us

gapminer.co // app store intelligence live
App name or developer
Notion Headspace Duolingo Calm Robinhood Todoist
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fetching reviews...
↳ pulling live App Store reviews... ↳ extracting complaint patterns and real quotes... ↳ surfacing competitive gaps and opportunities...
Also from the Pain Miner family Mine any subreddit for community pain points, wishlist features, and competitor weaknesses — the Reddit version of this tool.
painminer.co →