App Store reviews say why users stay or leave. Scraped into angles.
Adlicio reads the public reviews for any app across country storefronts and ranks the patterns into ad angles, each with a hook line and the verbatim quotes behind it.
★ 4.5 on the Chrome Web Store · no card needed
“Finally an app that just works, deleted three others.”
“The widget alone is worth it, I use it daily.”
“Latest update broke sync and now it crashes on launch.”
Users switch the instant an app finally just works
“Deleted three others.” What users write when your app finally sticks.
App Store reviews are short, blunt, and high-signal: the feature that won retention, the bug that drove someone to rage-quit, the reason they switched from a competitor. Adlicio reads an app's public reviews across country storefronts and ranks the recurring praise and complaints into angles for store-listing copy, ad creative, or product priorities.
What can you do with App Store reviews?
Scrape a competitor app's reviews for the features users praise and miss.
Pull one-star reviews to map the churn reasons your ads should disarm.
Lift the words users use about a feature win for listing copy.
Compare country storefronts to see how the same app lands abroad.
How does the App Store scraper work?
- 01Paste an App Store listing URL
Any public app page a logged-out visitor can see. No App Store Connect, no API key, no code.
- 02Adlicio reads the reviews
It clusters what users love, why they churn, and the update complaints hiding in 1-star reviews, in about 60 seconds.
- 03You get ranked angles
Each with a hook line and the user quotes behind it, ready for Claude or ChatGPT.
The honest limits: Adlicio only reads what is already public, and it never posts, votes, or messages on your behalf.
“Really user-friendly for pulling comments from a thread, and the files it spits out are perfectly formatted, no messy cleanup needed.”
App Store scraper FAQ
Do I need an Apple Developer account?+
No. Adlicio reads publicly visible App Store reviews, the same ratings and text any shopper sees, with no Developer account and no code.
Full guide: how to scrape App Store reviews →Can it pull reviews from more than one country?+
Yes. Reviews differ by storefront, so Adlicio reads across country storefronts for a fuller picture than a single market.
How many reviews can it read?+
It reads across the recent public reviews per storefront, enough for the recurring patterns to surface, and multiple storefronts widen the sample.
Does this work for any app?+
Any app with a public App Store listing. Adlicio reads its public reviews, which feed the same angle engine as every other source.
What do I actually get back?+
Ranked angles: the recurring praise and complaints by frequency, the messaging each supports, and the verbatim quotes behind them, ready for Claude or ChatGPT.
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Turn App Store reviews into one testable angle.
Start with one public page. Adlicio returns the angle, hook, and proof to try next.