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App Store Reviews Scraper

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from $0.04 / 1,000 reviews

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App Store Reviews Scraper

App Store Reviews Scraper

🔥 ~$0.04/1K reviews 🔥 Collect every App Store review for any app in 175 countries, with no 500-review limit: rating, title, full text, author, date, developer reply, and edited flag. Filter by rating, date, keywords, reply, and edit status.

Pricing

from $0.04 / 1,000 reviews

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0.0

(0)

Developer

Kai

Kai

Maintained by Community

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0

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1

Total users

1

Monthly active users

2 days ago

Last modified

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Get every review of any App Store app, in all 175 countries, with no 500-review limit.

The usual limit is the newest 500 reviews of each country. This Actor has no such limit. Slack has 12,332 reviews in the US store, and this Actor reads all of them in about 50 seconds. Choose All countries, and you do not list the countries one by one.

What can you do with it?

  • Feedback monitoring: track the new reviews of your own app in each of your markets.
  • Bug research: collect the one-star and two-star reviews of an app, and find what users complain about.
  • Feature requests: find the reviews that ask for a feature, and leave out the bug reports.
  • Praise and testimonials: find the most helpful five-star reviews.
  • Support follow-up: find the reviews that have no developer reply, and answer them.
  • Support analysis: see how the developer answers reviews, and with what text.
  • Edited reviews: find the reviews that the reviewer edited and the developer answered.
  • Competitor benchmarking: compare the reviews and the rating summaries of several apps in the same countries.
  • Market research: compare how users in different countries rate the same app.
  • All countries: read one app in all 175 countries in one run.
  • Text and sentiment datasets: get the same number of reviews for each star rating, with the full text.
  • Full archive: download every review of an app.

What data does it extract?

DataWhen you get it
Review ID, rating, title, text, and dateEvery run
Reviewer nameEvery run
Developer reply: text and dateEvery run, when the developer replied
Edited flagEvery run
App ID, app name, and the country of the App StoreEvery run
App version that the reviewer usedFor part of the reviews of an app
Helpful votes and total votesFor part of the reviews of an app
Reviewer IDFor part of the reviews of an app
App details: developer, category, price, version, release notes, description, and screenshotsincludeAppDetails
Rating summary: average rating and number of ratings, for all versions and for the current versionincludeAppDetails
Age rating, system requirement, languages, and file sizeincludeAppDetails

A field without data is null. The app version, the votes, and the reviewer ID are available for only part of the reviews of an app. The share changes from run to run. The other reviews have null in these three fields. No filter uses these fields.

Why this Actor?

App Store Reviews Scraper
ReviewsEvery review that the App Store shows for the app, not only the newest 500 of each country
Countries175 App Store countries in one run
AppsAs many as you list, in one run
SpeedAll 12,332 reviews of Slack in the US store in about 50 seconds
Sort orderMost recent, most helpful, highest rating, or lowest rating
FiltersStars, dates, keywords, developer reply, and edit status
Star filterAny mix of 1 to 5 stars, with its own limit for each star rating
DatesISO 8601 in UTC
App detailsA second Dataset, with no charge
RestartsA restarted run never saves or charges a review twice

Quick start

  1. Open the app in the App Store and copy the link.
  2. Paste it into Apps. Add more links or app IDs for more apps.
  3. Choose the Countries. The default is us. Choose All countries to read all 175 stores.
  4. Set Max Reviews. Use 0 to get all the reviews that match your filters.
  5. Click Start. Download the results as JSON, CSV, Excel, or HTML.

The same input as JSON:

{
"apps": ["https://apps.apple.com/us/app/slack/id618783545"],
"countries": ["us"],
"maxReviews": 100
}

Examples by use case

Feedback monitoring

Every review of your app since 1 October 2026, in four countries. A maxReviews of 0 sets no limit, and sinceDate stops the run as soon as it reaches older reviews. Schedule the run in Apify, for example every week, and keep the rows whose id you have not saved before:

{
"apps": ["https://apps.apple.com/us/app/slack/id618783545"],
"countries": ["us", "gb", "de", "fr"],
"sort": "mostRecent",
"sinceDate": "2026-10-01",
"maxReviews": 0
}

Bug research

The one-star and two-star reviews that mention a crash, a freeze, or a bug. The limit applies to each star rating, so this input gives up to 200 one-star and 200 two-star reviews:

{
"apps": ["618783545"],
"countries": ["us"],
"ratings": ["1", "2"],
"keywords": ["crash", "freeze", "bug"],
"maxReviews": 200
}

Feature requests

The 200 newest reviews that ask for a feature and do not mention a crash or a bug. A review must have at least one of the keywords and none of the excludeKeywords:

{
"apps": ["618783545"],
"countries": ["us"],
"keywords": ["please add", "wish", "feature request"],
"excludeKeywords": ["crash", "bug"],
"maxReviews": 200
}

Praise and testimonials

The 50 most helpful five-star reviews:

{
"apps": ["389801252"],
"countries": ["us"],
"ratings": ["5"],
"sort": "mostHelpful",
"maxReviews": 50
}

Support follow-up

The reviews of 2026 that have no developer reply, with the lowest ratings first:

{
"apps": ["618783545"],
"countries": ["us"],
"sort": "lowestRating",
"sinceDate": "2026-01-01",
"untilDate": "2026-12-31",
"developerReply": "without",
"maxReviews": 0
}

Support analysis

The 500 most helpful reviews that have a developer reply. Read developerReply to see how the developer answers, and with what text:

{
"apps": ["618783545"],
"countries": ["us"],
"sort": "mostHelpful",
"developerReply": "with",
"maxReviews": 500
}

Edited reviews

The 200 newest reviews that the reviewer edited and that have a developer reply:

{
"apps": ["618783545"],
"countries": ["us"],
"edited": "edited",
"developerReply": "with",
"maxReviews": 200
}

Competitor benchmarking

The 100 newest reviews of each of three apps, in each of two countries, with the app details. Compare rating and ratingCount in the apps Dataset:

{
"apps": ["389801252", "284882215", "id310633997"],
"countries": ["us", "gb"],
"maxReviews": 100,
"includeAppDetails": true
}

Market research

The 100 newest reviews of the same app in each of eight countries. Compare the average rating of the reviews for each country:

{
"apps": ["389801252"],
"countries": ["us", "gb", "de", "fr", "jp", "br", "in", "au"],
"maxReviews": 100
}

All countries

The 100 newest reviews of one app in every country where the App Store offers it. The value all selects all 175 countries. The run takes much longer than a run with one country:

{
"apps": ["https://apps.apple.com/us/app/slack/id618783545"],
"countries": ["all"],
"maxReviews": 100
}

Text and sentiment datasets

Up to 1,000 reviews for each star rating, so no rating dominates the dataset:

{
"apps": ["618783545"],
"countries": ["us"],
"ratings": ["1", "2", "3", "4", "5"],
"maxReviews": 1000
}

Full archive

Every review that the App Store shows for the app, with the most helpful reviews first:

{
"apps": ["618783545"],
"countries": ["us"],
"sort": "mostHelpful",
"maxReviews": 0
}

Choose the apps and countries

Give one link or one ID for each app. A link from any country's App Store works. The Actor reads only the app ID in the link, such as 389801252 in .../instagram/id389801252. The forms 389801252 and id389801252 also work.

  • maxReviews applies to each app, each country, and each chosen star rating.
  • Each app and each country is read once. Two entries for the same app give one set of reviews.
  • All countries is the value all in the API. It reads all 175 stores. The run takes much longer, and maxReviews applies to each country.
  • An entry that is not an App Store link or an app ID stops the run before it starts. The status message names the entry.
  • A country code that is not in the list stops the run before it starts. The input form shows the list.
  • An app that a country's App Store does not offer gets one warning in the log, with the countries. The run goes on with the other apps and countries.

Sort order and filters

A review must pass every filter that you set. A filter that you leave empty keeps all reviews.

  • Sort. mostRecent returns the newest reviews first. mostHelpful returns the reviews with the most helpful votes first. highestRating returns 5 stars first, and lowestRating returns 1 star first. Inside one star rating, the newest reviews come first.
  • Star ratings. With ratings, the Actor reads each chosen rating on its own, and maxReviews applies to each one. The reviews then come grouped by rating: the highest rating first, or the lowest first for lowestRating. Inside a group the newest reviews come first. With mostHelpful, the reviews keep the order of helpful votes.
  • Dates. sinceDate and untilDate use UTC. A date such as 2026-01-31 covers the whole day. A date range makes a run faster, because the Actor skips the reviews outside the range.
  • Keywords. keywords keeps a review that has at least one of the words in its title or text. excludeKeywords drops a review that has any of its words. Capital letters do not matter.
  • Developer reply. developerReply is with or without.
  • Edit status. edited is edited or notEdited. A review with no edit status matches neither.

Input reference

FieldTypeDefaultBehavior
appsstring[]requiredApp Store links or numeric app IDs. Each app is read once.
countriesstring[]["us"]Two-letter country codes from the list in the input form, or all for every country. The Actor reads every app in every country.
maxReviewsinteger, 0 or greater100Maximum reviews for each app, country, and chosen star rating. Use 0 for every review that matches your filters.
sortmostRecent, mostHelpful, highestRating, or lowestRatingmostRecentOrder of the reviews, and so the reviews that fit inside the limit.
ratingsstring[][]Star ratings to keep, from "1" to "5". An empty list keeps all ratings.
sinceDatestringnoneKeep reviews written on or after this date.
untilDatestringnoneKeep reviews written on or before this date. The whole last day counts.
keywordsstring[][]Keep reviews that hold at least one of these words or phrases.
excludeKeywordsstring[][]Drop reviews that hold any of these words or phrases.
developerReplyany, with, or withoutanyKeep all reviews, only reviews with a developer reply, or only reviews without one.
editedany, edited, or notEditedanyKeep all reviews, only edited reviews, or only reviews that were never edited.
includeAppDetailsbooleanfalseWrite one record for each app and country to the apps Dataset. App records have no charge.
proxyConfigurationobjectApify ProxyConnection settings. The default works for most runs.

A sinceDate that is later than untilDate stops the run before it starts.

Complete input example

This reference example covers every input field. It limits the result to 10 reviews for each app, country, and star rating.

Output

The run writes two Datasets with different shapes:

DatasetOne item for eachWhen
defaultReviewEvery run
appsApp and countryincludeAppDetails: true

Through the API, read the ID of the apps Dataset from storageIds.datasets.apps in the run object.

Review fields by topic

  • Review. Review ID, rating from 1 to 5, title, text, and date in ISO 8601 and UTC.
  • Reviewer. Name and ID. The ID is null when it is not available.
  • Developer reply. The text and the date of the reply, or null when the developer did not reply.
  • Edit status. isEdited is true when the reviewer edited the review. It is null when the edit status is not available.
  • Engagement. Helpful votes, and the total number of votes. Both are null when they are not available.
  • App. App ID, app name, the app version that the reviewer used, and the country of the App Store.

Review example

This is a complete review from a run on 25 October 2026.

Review field reference

PathType and nullability
id, appId, appName, countrystring
ratingnumber from 1 to 5
title, textstring
author.namestring
author.idstring or null
datestring, ISO 8601 in UTC
isEditedboolean or null
developerReply.textstring, or developerReply is null
developerReply.datestring, ISO 8601 in UTC
appVersionstring or null
helpfulVotes, totalVotesnumber or null. helpfulVotes is never more than totalVotes.

A review is saved once for each app and country in a run.

App Dataset reference

When includeAppDetails is true, the apps Dataset receives one row for each app and country.

PathType and nullability
id, name, country, url, bundleIdstring
iconUrl, category, formattedPrice, currency, version, releaseNotes, descriptionstring or null
releaseDate, currentVersionReleaseDatestring in ISO 8601, or null
developer.idnumber or null
developer.namestring
developer.urlstring or null
genres, languages, screenshotUrlsstring array; can be empty
pricenumber or null
rating, ratingCurrentVersionnumber from 1 to 5, or null
ratingCount, ratingCountCurrentVersionnumber or null
contentRating, minimumOsVersionstring or null
fileSizeBytesnumber or null

Run status and completeness

  • The run finishes with SUCCEEDED when every app and country was read to the limit or to the last review that the App Store shows. An app that a country does not offer, and an app with no reviews, do not fail the run.
  • The run finishes with FAILED when the Actor could not read part of the reviews, even after retries. The status message starts with Incomplete results, gives the number of saved reviews, and lists the apps and countries that stopped. The reviews saved before the stop stay in the Dataset.
  • A very large app can have more reviews than the App Store shows. The Actor reads all that it can reach. When your limit is not filled with them, the run finishes with FAILED. The status message says only part of the reviews could be read, and the saved reviews stay in the Dataset.
  • The Actor tries every app and country before it reports a failure.
  • When the run reaches the maximum cost that you set, it stops, keeps the saved reviews, and finishes with SUCCEEDED. The status message says so.
  • If the platform restarts the run, the Actor does not save or charge a review twice.

FAQ

How many reviews can I get?

Every review that the App Store shows for the app in that country. For most apps this is all the reviews. A very large app, with more than 100,000 reviews, can show less. Each country has its own reviews, so add countries to get more.

How long does a run take?

A small app takes seconds. All 12,332 reviews of Slack in the US store take about 50 seconds. The time changes with the size of the app and with how fast the connection is at that time. A date range or a star filter makes the run faster, because the Actor skips the reviews outside it.

What does a run cost?

Each saved review is one billed item. The price is on the Actor page. App records have no charge. Set a maximum cost for the run to cap the price. The Actor then stops at that cost and keeps the saved reviews.

Why did I get fewer reviews than maxReviews?

The app has fewer reviews in that country, or your filters leave fewer. A small app can have only a few reviews in a country. The log gives the number of reviews for each app and country.

Why do some reviews have null for the version and the votes?

These values are available for only part of the reviews of an app, and the share changes from run to run. For the other reviews the Actor gives null. The rating, title, text, date, reply, and edit status are in every review. No filter uses the version or the votes.

Why is a review in another language than the country?

Reviewers write in any language. The country field tells you which App Store the review belongs to.

How do I get only the new reviews?

Set sinceDate to the day of your last run, and keep the rows whose id you have not saved before. The run reads only the reviews since that date. You can also set sort to mostRecent and a maxReviews above the number of new reviews that you expect.

Can I get Google Play reviews?

Use Google Play Reviews Scraper.

A feature or field that I need is missing. What can I do?

Tell us in the Issues tab. Describe what you need and give an example app.

Where can I report a problem?

Open an issue in the Issues tab. Include the run ID and the input, so that we can reproduce it.