App Store Reviews Scraper

Collect customer reviews from the Apple App Store for any iOS, iPadOS, or macOS app. Provide one or more app IDs or App Store URLs and a country storefront, and receive a clean dataset of review text, ratings, author names, dates, developer responses, and scrape timestamps. No login required.

Use with AI Agents (MCP)

Connect this actor to any MCP-compatible AI client, including Claude Desktop, Claude.ai, Cursor, VS Code, LangChain and LlamaIndex.

{
  "mcpServers": {
    "apify": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://mcp.apify.com?tools=santamaria-automations/app-store-reviews-scraper",
        "--header",
        "Authorization: Bearer <APIFY_TOKEN>"
      ]
    }
  }
}

Example prompt: "Use app-store-reviews-scraper to collect 100 reviews for app ID 389801252 from the US App Store and summarise the main complaints."

Features

• Multi-app support: scrape reviews for several apps in one run, with no duplicates inside an app
• Country storefront selection: read the reviews of any regional App Store
• Deep paging: up to 10,000 reviews per app
• App ID or URL input: accepts numeric app IDs or full App Store URLs
• Developer responses and edit flag: included when present
• No credentials required: no Apple ID needed
• Pay-per-result: only pay for reviews you receive; runs that find nothing cost nothing

Example input

{
  "appIds": ["389801252", "https://apps.apple.com/us/app/duolingo/id570060128"],
  "country": "us",
  "maxReviews": 100
}

Input Parameters

Parameter	Type	Default	Description
appIds	array	["389801252"]	App IDs (e.g. "389801252") or App Store URLs (e.g. "https://apps.apple.com/us/app/instagram/id389801252"). A single text is accepted too.
country	string	"us"	Two-letter ISO country code of the App Store storefront.
maxReviews	integer	100	Maximum reviews per app (1-10000).

Reviews come in Apple's default order. Apple offers no sort option, so the actor cannot return "newest first". Each review carries its date, so you can sort the dataset afterwards.

What you get

One row per review:

Field	Type	Example	Description
review_id	string	"10987654321"	Unique review ID from the App Store
app_id	string	"389801252"	App Store app ID
app_name	string	"Instagram"	App name as listed on the App Store (empty if it could not be determined)
country	string	"us"	Two-letter country code of the storefront
rating	integer	5	Star rating from 1 (lowest) to 5 (highest)
title	string	"Love this app!"	Review title
body	string	"This is the best photo sharing app..."	Full review text
author	string	"JohnDoe123"	Public App Store username of the reviewer
date	string	"2026-01-21T04:48:38Z"	When the review was written
is_edited	boolean	false	Whether the reviewer edited the review
developer_response	string	"Thanks for your feedback!"	Developer's public reply (empty if none)
developer_response_date	string	"2023-08-02T12:09:03Z"	Date of the developer's reply (empty if none)
scraped_at	string	"2026-10-21T10:00:00Z"	When the record was scraped

Rate limits

Requests are spaced out to stay within Apple's limits. If Apple limits the rate, the actor waits and retries; if Apple keeps refusing, the run stops, keeps what it collected, and reports "Apple rate limit reached after N reviews" in the run status. Run again later to continue.

Pricing

Event	Price	Description
actor-start	$0.005	Charged once, only when the run saves at least one review
app-store-review-result	$0.0002	Per review saved to the dataset ($0.20 per 1,000 reviews)

Data protection

This actor returns only data that is publicly visible on the source pages. Results can include personal data, such as names, phone numbers, email addresses and addresses of private persons, sole traders or contact persons. Where the source labels an entry type, it is included so you can filter the results yourself. Review authors appear with their public App Store usernames.

You are responsible for using the data lawfully, including the GDPR/DSGVO, national data-protection laws and unfair-competition rules (e.g. UWG) for marketing and outreach.

Related actors

• Google Play Reviews Scraper - the same for Android apps on Google Play.
• Trustpilot Scraper - company reviews from Trustpilot.
• Capterra Reviews Scraper - B2B software reviews from Capterra.
• G2 Reviews Scraper - B2B software reviews from G2.

Support

If something is not working or you are missing a feature, please open an issue or email us at contact@nanoscrape.com. The API tab of the actor shows ready-made API and client snippets: API.