App Store Reviews Scraper

Collect Apple App Store reviews and ratings for any app, across country storefronts. Give it an app name or an App Store link and it returns a clean, one-row-per-review dataset: the star rating, review title and body, author, date, the app version reviewed, and the storefront country. Reviews are storefront-specific, so you can sweep many countries to gather the full picture for a single app.

Why this scraper

• Reviews are the primary output: rating, title, body, author, date, app version, and country on every row.
• Two ways in: search by app name, or paste one or more App Store app links.
• Multi-country sweep: pass a list of storefronts, or use "all" for a broad built-in set of major markets.
• Sort by most recent or most helpful.
• Filter by minimum and maximum star rating.
• Optional app-metadata enrichment: developer, average rating, rating count, genre, icon, price, and release notes attached to each review.
• 25+ output fields, more than typical alternatives, at a predictable per-result price.

Data you get

Sample shape, values are illustrative placeholders, not from a live review.

Field	Example
reviewId	14000000000
appId	389801252
appName	Sample App
country	us
rating	5
title	Sample review title
body	Full review text appears here.
author	Reviewer Name
authorId	1500000000
authorUri	https://itunes.apple.com/us/reviews/id1500000000
reviewUrl	https://itunes.apple.com/us/review?id=389801252&type=Purple%20Software
appVersion	1.0.0
reviewDate	2026-01-01T00:00:00-07:00
voteSum	0
voteCount	0
contentType	Application

With enrichment enabled, each review also carries: appSellerName, appAverageRating, appRatingCount, appAverageRatingCurrentVersion, appRatingCountCurrentVersion, appPrimaryGenre, appContentRating, appBundleId, appIconUrl, appStoreUrl, appPrice, appCurrency, appMinimumOsVersion, appCurrentVersion, appCurrentVersionReleaseDate, appReleaseNotes.

How to use

Search by app name, US storefront:

{
  "mode": "search",
  "queries": ["Instagram", "Spotify"],
  "appsPerQuery": 1,
  "countries": ["us"],
  "sortBy": "mostRecent",
  "maxItems": 100
}

Sweep several countries for one app via its link:

{
  "mode": "url",
  "urls": ["https://apps.apple.com/us/app/instagram/id389801252"],
  "countries": ["us", "gb", "de", "jp"],
  "maxItems": 500
}

Only high-rated reviews, with app details attached:

{
  "mode": "url",
  "urls": ["https://apps.apple.com/us/app/instagram/id389801252"],
  "countries": ["us"],
  "minRating": 4,
  "fetchDetails": true,
  "maxItems": 200
}

Multiple app links at once:

{
  "mode": "url",
  "urls": [
    "https://apps.apple.com/us/app/instagram/id389801252",
    "https://apps.apple.com/us/app/spotify-music-and-podcasts/id324684580"
  ],
  "countries": ["us"],
  "maxItems": 200
}

Input parameters

Parameter	Type	Default	Description
mode	string	search	"search" (by app name) or "url" (paste app links).
queries	array	["Instagram"]	App names or keywords (search mode).
appsPerQuery	integer	1	Top matching apps to take per search term.
urls	array	(example)	App Store app links (url mode).
countries	array	["us"]	Storefront codes to collect from. Empty uses the link's storefront or us. "all" sweeps major markets.
sortBy	string	mostRecent	"mostRecent" or "mostHelpful".
minRating	integer	(none)	Keep reviews at or above this star rating.
maxRating	integer	(none)	Keep reviews at or below this star rating.
fetchDetails	boolean	false	Attach app metadata to each review.
maxItems	integer	20	Total review cap. 0 means no limit.
maxPages	integer	10	Pages per country (50 reviews per page).
proxy	object	Apify proxy	Connection settings.

Output example

Sample shape, values are illustrative placeholders.

{
  "reviewId": "14000000000",
  "appId": "389801252",
  "appName": "Sample App",
  "country": "us",
  "rating": 5,
  "title": "Sample review title",
  "body": "Full review text appears here.",
  "author": "Reviewer Name",
  "authorId": "1500000000",
  "authorUri": "https://itunes.apple.com/us/reviews/id1500000000",
  "reviewUrl": "https://itunes.apple.com/us/review?id=389801252&type=Purple%20Software",
  "appVersion": "1.0.0",
  "reviewDate": "2026-01-01T00:00:00-07:00",
  "voteSum": 0,
  "voteCount": 0,
  "contentType": "Application"
}

Send results into your apps (MCP connectors)

You can optionally pipe results into the apps you already use through Model Context Protocol (MCP) connectors. Authorize a connector under Apify, Settings, API & Integrations, then select it in the input. For Notion, set a parent page URL and each review is written as a page. Other connectors receive a best-effort write.

The connector receives a condensed, human-readable summary of each review (a heading plus the key fields and body text), not the full JSON. The complete record always stays in the Apify dataset. Leave the connector field empty to skip this step; it never changes the dataset output.

Plan requirement

Runs on any Apify plan. For very large multi-country sweeps, a proxy with more exit rotation can help.