App Store Reviews Scraper

Scrape Apple App Store reviews of any iOS app as clean structured JSON - review title and full text, star rating, author, date, the app version reviewed and helpful votes - with the app id and country on every row. Many apps and countries in one run. No Apple developer account, no API key, no proxies to configure.

Features

• Any input form - numeric id (324684580), id324684580, an apps.apple.com URL, or a bundle id (com.spotify.client).
• Full review data - id, title, text, rating (1-5), author and author URL, date, app version, helpful votes and total votes.
• Multi-country - Apple keeps separate reviews per country; list several countries to collect each one's reviews in the same run.
• Two orders - most recent or most helpful.
• Date filter - only reviews written since a given date; with the most-recent order, paging stops at the first older review, so incremental monitoring runs stay fast and cheap.
• Deduplicated - the same app given twice (e.g. as id and URL) is collected once per country.

Use cases

• Review monitoring - a daily or weekly export of new reviews of your app with the since filter.
• Sentiment and topic analysis - complaints and praise per app version, across countries.
• Competitor research - what users love and hate in rival apps.
• Release QA - spot rating drops and bug reports right after a new version ships.

Input

Field	Type	Default	Description
apps	array	Spotify (324684580)	App ids, id..., apps.apple.com URLs or bundle ids.
countries	array	-	App Store countries (ISO-2, e.g. us, gb, de). Empty: the country in each app URL, otherwise us.
sort	string	mostrecent	mostrecent or mosthelpful.
maxReviews	integer	100	Reviews per app and country (1-500).
since	string	-	Only reviews written on or after this date (YYYY-MM-DD).

Example input

{
  "apps": [
    "324684580",
    "https://apps.apple.com/us/app/whatsapp-messenger/id310633997",
    "com.burbn.instagram"
  ],
  "countries": ["us", "gb", "de"],
  "sort": "mostrecent",
  "maxReviews": 500,
  "since": "2026-09-01"
}

Output

One dataset item per review:

{
  "appId": "310633997",
  "country": "gb",
  "sort": "mostrecent",
  "id": "14610177588",
  "title": "UI/App dev team need to be shown the door",
  "text": "Removing the ability to compact/expand the left sidebar is disgraceful UX...",
  "rating": 1,
  "author": "Thesuperchimp",
  "authorUrl": "https://itunes.apple.com/gb/reviews/id122633744",
  "date": "2026-09-30T01:43:58-07:00",
  "version": "26.37.76",
  "helpfulVotes": 0,
  "totalVotes": 0,
  "appUrl": "https://apps.apple.com/gb/app/id310633997",
  "appInput": "https://apps.apple.com/gb/app/whatsapp-messenger/id310633997"
}

App / country pairs that return no reviews (unknown app, an app not sold in that country, no written reviews, or none after the since date) are listed in the ERRORS record of the key-value store and are not billed.

Pricing

$0.30 per 1000 reviews. You pay only for reviews delivered; failed apps are not charged.

Notes

• Apple serves at most 500 reviews per app, country and order. To go deeper, add countries or run both orders.
• Ratings without a written review are not part of Apple's review feed; for an app's rating, ratings count and star histogram use the companion App Store Scraper.