App Store Reviews Scraper

Extract app reviews from the Apple App Store, together with app details and app search results. Product teams use it to find out what iPhone and iPad users complain about, marketers use it to watch competitors, and researchers use it to collect review text for sentiment analysis.

• Many countries in one run. Apple shows only a limited number of reviews per country. Add a list of countries, or type all, and the Actor collects the reviews of every country and removes duplicates.
• Up to 1,000 reviews per country. The Actor can read the newest and the most helpful list of each country and merge them.
• Every review says where it comes from. The country field lets you compare markets.
• No login and no proxy needed. Press Start and get data.
• Low price. $0.25 per 1,000 results.

What data can you get?

Mode	One result is	Main fields
Reviews	One review	Star rating, title, text, date, app version, helpful votes, user name, country
App details	One app in one country	Title, developer, rating, number of ratings, price, category, version, release notes, last update, size, languages, description, screenshots
Search	One app	The same fields as app details, plus the position in the search results

How to use it

1. Click Try for free.
2. Choose a mode in What to scrape.
3. Paste App Store links or app ids in Apps, or add keywords in Search keywords.
4. Add the Countries you want.
5. Click Start, then download the results as JSON, CSV or Excel.

The app id is the number at the end of an App Store link. In https://apps.apple.com/us/app/spotify-music-and-podcasts/id324684580 the app id is 324684580. If you do not know it, run Search apps by keyword first.

Input examples

The newest 500 reviews of an app in the United States:

{
    "mode": "reviews",
    "appIds": ["324684580"],
    "countries": ["us"],
    "maxItems": 500
}

As many reviews as possible from five countries:

{
    "mode": "reviews",
    "appIds": ["https://apps.apple.com/us/app/whatsapp-messenger/id310633997"],
    "countries": ["us", "gb", "de", "fr", "jp"],
    "sort": "both",
    "maxItems": 5000
}

The newest 100 reviews from every country:

{
    "mode": "reviews",
    "appIds": ["310633997"],
    "countries": ["all"],
    "maxItemsPerCountry": 100,
    "maxItems": 20000
}

Details of two apps in three countries:

{
    "mode": "appDetails",
    "appIds": ["324684580", "310633997"],
    "countries": ["us", "de", "jp"]
}

Find apps by keyword:

{
    "mode": "search",
    "searchQueries": ["meditation"],
    "countries": ["us"],
    "maxItems": 200
}

Output examples

A review:

{
    "type": "review",
    "reviewId": "14602498196",
    "appId": "324684580",
    "appName": "Spotify: Music and Podcasts",
    "country": "us",
    "userName": "Kayla💅🤍",
    "userUrl": "https://itunes.apple.com/us/reviews/id1767727729",
    "rating": 4,
    "title": "Listen",
    "text": "Love Spotify but hate Spotify premium and the ads!!!!",
    "appVersion": "9.1.86",
    "voteCount": 0,
    "voteSum": 0,
    "postedAt": "2026-09-28T07:48:59Z",
    "sortedBy": "mostRecent",
    "url": "https://apps.apple.com/us/app/id324684580?see-all=reviews",
    "scrapedAt": "2026-09-29T11:43:22Z"
}

voteCount is the number of people who voted on the review. voteSum is the helpful votes minus the not helpful votes.

An app (description, languages and screenshots shortened here):

{
    "type": "app",
    "appId": "324684580",
    "bundleId": "com.spotify.client",
    "url": "https://apps.apple.com/us/app/spotify-music-and-podcasts/id324684580",
    "country": "us",
    "title": "Spotify: Music and Podcasts",
    "description": "With the Spotify app, you can explore an extensive library of music and podcasts for free...",
    "developer": "Spotify",
    "developerId": "324684583",
    "developerUrl": "https://apps.apple.com/us/developer/spotify/id324684583",
    "developerWebsite": "https://www.spotify.com/",
    "seller": "Spotify",
    "genre": "Music",
    "genres": ["Music", "Entertainment"],
    "rating": 4.77263,
    "ratingsCount": 42331211,
    "ratingCurrentVersion": 4.77263,
    "ratingsCountCurrentVersion": 42331211,
    "price": 0.0,
    "currency": "USD",
    "formattedPrice": "Free",
    "isFree": true,
    "version": "9.1.86",
    "releaseNotes": "We’re always making changes and improvements to Spotify. To make sure you don’t miss a thing, just keep your Updates turned on.",
    "releasedAt": "2011-07-14T11:22:37Z",
    "updatedAt": "2026-09-23T17:49:27Z",
    "contentRating": "12+",
    "minimumOsVersion": "16.1",
    "fileSizeBytes": 311322624,
    "languages": ["AF", "AM"],
    "iconUrl": "https://is1-ssl.mzstatic.com/image/thumb/Purple211/v4/fd/b0/e6/fdb0e66d-165c-aa66-ac6b-1ee1e01911e8/AppIcon-0-0-1x_U007epad-0-1-0-0-sRGB-85-220.png/512x512bb.jpg",
    "screenshots": ["https://is1-ssl.mzstatic.com/image/thumb/PurpleSource211/v4/f3/ce/05/f3ce0547-690a-b355-b1dd-6b6e91808279/IOS_-_5.5_-_S01_-_EN_-_CA_U005bEnglish__U0028Canada_U0029_U005d.png/392x696bb.png"],
    "ipadScreenshots": [],
    "scrapedAt": "2026-09-29T11:47:46Z"
}

How much does it cost?

You pay per saved result: $0.25 per 1,000 results. There is no start fee and no monthly rental. A review, an app and a search result each count as one result.

Run	Results	Cost
100 newest reviews of one app	100	$0.03
Newest and most helpful reviews of one app in 19 countries	17,064	$4.27
200 apps for one search keyword	200	$0.05

Set a maximum charge per run in the run options and the Actor stops when it is reached.

Limits you should know

• At most 500 reviews per app, country and sort order. Apple publishes 10 pages of 50 reviews and nothing beyond that. With Both sort orders you get up to 1,000 reviews per country, because the newest and the most helpful list rarely overlap. In our test Spotify returned between 600 and 1,000 reviews per country. Older reviews cannot be reached.
• To get more reviews, add more countries. Reviews are stored per country. A run over all countries returned 15,255 reviews of WhatsApp at 100 per country. Small countries have few reviews or none.
• Only reviews with text. Most users give stars without writing anything. Those ratings are counted in ratingsCount of the app details, but they cannot be collected one by one.
• No developer replies. Apple's public review feed does not include the developer's answers.
• No direct link to a single review. The App Store has no page for one review, so url opens the review page of the app.
• Apple sometimes returns an empty page. About one request in seven comes back empty although reviews exist. The Actor asks again up to five times, which fixed every case in our tests. If a page stays empty, the log shows a warning and up to 50 reviews can be missing.
• Search returns at most 200 apps per keyword and country. This is the limit of Apple's search.
• An app can be missing in a country. Apps that are not sold in a country are skipped there with a warning in the log.
• The app name comes from the first country in your list. Apps often have translated names. All reviews of a run carry the same appName.
• Speed. About 3,800 reviews per minute. We tested runs up to 17,000 reviews and 400 requests on Apify without being slowed down by Apple. Larger runs were not tested.

Tips

• Start with the big markets. us, gb, ca, au, de, fr, jp, br and in hold most reviews of international apps.
• Get an even sample. Set Max reviews per app and country so that one large country does not fill the whole run.
• Monitor new reviews. Schedule a daily run sorted by newest with a small Max results.
• Compare prices. Run app details with several countries to see the price and currency in each store.

FAQ

Is it legal? The Actor collects only data that Apple shows publicly to every visitor. Results contain personal data such as user names. Make sure you have a legitimate reason to process it, as required by the GDPR and similar laws.

Do I need an Apple account or an API key? No.

Does it work for Mac apps? App details and search cover apps that the App Store lists as software. Reviews were tested with iPhone and iPad apps only.

Something is broken or missing? Open a ticket in the Issues tab. Issues are usually answered within a day.