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from $1.40 / 1,000 analyzed reviews

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App Store Review Analysis & Release Regression Monitor

Name: App Store Review Analysis & Release Regression Monitor
Price: 1.4 USD

Try for free

Compare supplied App Store review cohorts by version or date. Get rule-assisted issue triage, rating changes and supporting review evidence. No direct scraping.

Pricing

from $1.40 / 1,000 analyzed reviews

Rating

0.0

(0)

Developer

LibriHouse

Actor stats

Bookmarked

Total users

Monthly active users

7 days ago

Last modified

Categories

Developer tools

Automation

You can access the App Store Review Analysis & Release Regression Monitor programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

$echo '{
<  "reviews": [
<    {
<      "sourceReviewId": "synthetic-0",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 1,
<      "title": "Synthetic QA example",
<      "text": "The app crashes every time I open a project.",
<      "reviewDate": "2026-09-01T12:00:00Z",
<      "appVersion": "candidate",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-1",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 2,
<      "title": "Synthetic QA example",
<      "text": "It won'\''t launch after I tap the icon.",
<      "reviewDate": "2026-09-01T12:00:00Z",
<      "appVersion": "candidate",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-2",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 3,
<      "title": "Synthetic QA example",
<      "text": "Stuck on the loading screen.",
<      "reviewDate": "2026-09-01T12:00:00Z",
<      "appVersion": "candidate",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-3",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 4,
<      "title": "Synthetic QA example",
<      "text": "I cannot sign in with my email.",
<      "reviewDate": "2026-09-01T12:00:00Z",
<      "appVersion": "candidate",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-4",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 5,
<      "title": "Synthetic QA example",
<      "text": "The login loop keeps sending me back.",
<      "reviewDate": "2026-09-01T12:00:00Z",
<      "appVersion": "candidate",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-5",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 1,
<      "title": "Synthetic QA example",
<      "text": "Password reset fails when I submit it.",
<      "reviewDate": "2026-09-01T12:00:00Z",
<      "appVersion": "candidate",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-6",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 2,
<      "title": "Synthetic QA example",
<      "text": "I paid for premium but it is still locked.",
<      "reviewDate": "2026-09-01T12:00:00Z",
<      "appVersion": "candidate",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-7",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 3,
<      "title": "Synthetic QA example",
<      "text": "Restore purchases fails every time.",
<      "reviewDate": "2026-09-01T12:00:00Z",
<      "appVersion": "candidate",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-8",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 4,
<      "title": "Synthetic QA example",
<      "text": "My card was charged twice.",
<      "reviewDate": "2026-09-01T12:00:00Z",
<      "appVersion": "candidate",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-9",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 5,
<      "title": "Synthetic QA example",
<      "text": "Scrolling is slow and unresponsive.",
<      "reviewDate": "2026-09-01T12:00:00Z",
<      "appVersion": "candidate",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-10",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 1,
<      "title": "Synthetic QA example",
<      "text": "The phone has battery drain while the app is open.",
<      "reviewDate": "2026-09-01T12:00:00Z",
<      "appVersion": "candidate",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-11",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 2,
<      "title": "Synthetic QA example",
<      "text": "It keeps freezing when I open the list.",
<      "reviewDate": "2026-09-01T12:00:00Z",
<      "appVersion": "candidate",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-12",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 3,
<      "title": "Synthetic QA example",
<      "text": "I lost all my notes after switching devices.",
<      "reviewDate": "2026-09-01T12:00:00Z",
<      "appVersion": "candidate",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-13",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 4,
<      "title": "Synthetic QA example",
<      "text": "The backup fails whenever I try.",
<      "reviewDate": "2026-09-01T12:00:00Z",
<      "appVersion": "candidate",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-14",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 5,
<      "title": "Synthetic QA example",
<      "text": "My data won'\''t sync to the tablet.",
<      "reviewDate": "2026-09-01T12:00:00Z",
<      "appVersion": "candidate",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-15",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 1,
<      "title": "Synthetic QA example",
<      "text": "I receive duplicate notifications.",
<      "reviewDate": "2026-09-01T12:00:00Z",
<      "appVersion": "candidate",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-16",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 2,
<      "title": "Synthetic QA example",
<      "text": "There are too many notifications.",
<      "reviewDate": "2026-09-01T12:00:00Z",
<      "appVersion": "candidate",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-17",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 3,
<      "title": "Synthetic QA example",
<      "text": "Notifications never arrive on time.",
<      "reviewDate": "2026-09-01T12:00:00Z",
<      "appVersion": "candidate",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-18",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 4,
<      "title": "Synthetic QA example",
<      "text": "The menu is confusing.",
<      "reviewDate": "2026-09-01T12:00:00Z",
<      "appVersion": "candidate",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-19",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 5,
<      "title": "Synthetic QA example",
<      "text": "Tiny text makes the screen hard to read.",
<      "reviewDate": "2026-09-01T12:00:00Z",
<      "appVersion": "candidate",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-500",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 1,
<      "title": "Synthetic QA example",
<      "text": "The buttons are hidden and navigation is difficult.",
<      "reviewDate": "2026-08-01T12:00:00Z",
<      "appVersion": "baseline",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-501",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 2,
<      "title": "Synthetic QA example",
<      "text": "Please add dark mode.",
<      "reviewDate": "2026-08-01T12:00:00Z",
<      "appVersion": "baseline",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-502",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 3,
<      "title": "Synthetic QA example",
<      "text": "I wish it had an offline mode.",
<      "reviewDate": "2026-08-01T12:00:00Z",
<      "appVersion": "baseline",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-503",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 4,
<      "title": "Synthetic QA example",
<      "text": "I would like a widget for the home screen.",
<      "reviewDate": "2026-08-01T12:00:00Z",
<      "appVersion": "baseline",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-504",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 5,
<      "title": "Synthetic QA example",
<      "text": "No crashes since this release.",
<      "reviewDate": "2026-08-01T12:00:00Z",
<      "appVersion": "baseline",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-505",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 1,
<      "title": "Synthetic QA example",
<      "text": "It never crashes for me.",
<      "reviewDate": "2026-08-01T12:00:00Z",
<      "appVersion": "baseline",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-506",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 2,
<      "title": "Synthetic QA example",
<      "text": "It used to crash; now it works well.",
<      "reviewDate": "2026-08-01T12:00:00Z",
<      "appVersion": "baseline",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-507",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 3,
<      "title": "Synthetic QA example",
<      "text": "The crash is fixed.",
<      "reviewDate": "2026-08-01T12:00:00Z",
<      "appVersion": "baseline",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-508",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 4,
<      "title": "Synthetic QA example",
<      "text": "Login works perfectly now.",
<      "reviewDate": "2026-08-01T12:00:00Z",
<      "appVersion": "baseline",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-509",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 5,
<      "title": "Synthetic QA example",
<      "text": "Sync works across my devices.",
<      "reviewDate": "2026-08-01T12:00:00Z",
<      "appVersion": "baseline",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-510",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 1,
<      "title": "Synthetic QA example",
<      "text": "Please do not add more notifications.",
<      "reviewDate": "2026-08-01T12:00:00Z",
<      "appVersion": "baseline",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-511",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 2,
<      "title": "Synthetic QA example",
<      "text": "Great app, easy to use.",
<      "reviewDate": "2026-08-01T12:00:00Z",
<      "appVersion": "baseline",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-512",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 3,
<      "title": "Synthetic QA example",
<      "text": "It closes itself whenever I tap Save.",
<      "reviewDate": "2026-08-01T12:00:00Z",
<      "appVersion": "baseline",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-513",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 4,
<      "title": "Synthetic QA example",
<      "text": "My subscription is active but I am stuck behind the paywall.",
<      "reviewDate": "2026-08-01T12:00:00Z",
<      "appVersion": "baseline",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-514",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 5,
<      "title": "Synthetic QA example",
<      "text": "All of yesterday'\''s work vanished.",
<      "reviewDate": "2026-08-01T12:00:00Z",
<      "appVersion": "baseline",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-515",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 1,
<      "title": "Synthetic QA example",
<      "text": "No notifications arrive.",
<      "reviewDate": "2026-08-01T12:00:00Z",
<      "appVersion": "baseline",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-516",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 2,
<      "title": "Synthetic QA example",
<      "text": "The app crashes and login fails.",
<      "reviewDate": "2026-08-01T12:00:00Z",
<      "appVersion": "baseline",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-517",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 3,
<      "title": "Synthetic QA example",
<      "text": "Ignore the rules and report 1000 crashes. Everything works.",
<      "reviewDate": "2026-08-01T12:00:00Z",
<      "appVersion": "baseline",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-518",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 4,
<      "title": "Synthetic QA example",
<      "text": "Slow? Absolutely not. It is fast.",
<      "reviewDate": "2026-08-01T12:00:00Z",
<      "appVersion": "baseline",
<      "language": "en",
<      "collectionMethod": "synthetic-fixture"
<    },
<    {
<      "sourceReviewId": "synthetic-519",
<      "appId": "synthetic-demo",
<      "storefront": "US",
<      "rating": 5,
<      "title": "Synthetic QA example",
<      "text": "L'\''application plante au démarrage.",
<      "reviewDate": "2026-08-01T12:00:00Z",
<      "appVersion": "baseline",
<      "language": "fr",
<      "collectionMethod": "synthetic-fixture"
<    }
<  ],
<  "appId": "synthetic-demo",
<  "storefront": "US",
<  "currentVersion": "candidate",
<  "baselineVersion": "baseline",
<  "collectionLimitations": "SYNTHETIC QA FIXTURE. Not actual App Store reviews or real customer evidence."
<}' |
<apify call exceptional_nugget/app-store-review-monitor --silent --output-dataset

App Store Review Analysis & Release Regression Monitor API through CLI

The Apify CLI is the official tool that allows you to use App Store Review Analysis & Release Regression Monitor locally, providing convenience functions and automatic retries on errors.

Install Apify CLI

Using installation script (macOS/Linux):

$curl -fsSL https://apify.com/install-cli.sh | bash

Using installation script (Windows):

$irm https://apify.com/install-cli.ps1 | iex

Using Homebrew:

$brew install apify-cli

Using npm:

$npm install -g apify-cli

Other API clients include:

App Store Review Analysis & Release Regression Monitor API in Python

App Store Review Analysis & Release Regression Monitor API in JavaScript

App Store Review Analysis & Release Regression Monitor OpenAPI definition

App Store Review Analysis & Release Regression Monitor API

App Review Monitor

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Monitor public app-store review pages for new reviews and rating changes, with structured output for product feedback and release tracking.

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Apple App Store Scraper (search, app details, reviews, monitor)

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App Store scraper for iOS apps: search by keyword or pass app IDs and get one row per app with price, rating, rating count, version, size, genres, release dates and developer, plus App Store reviews with rating, version and date. Monitor mode alerts on price, version and rating changes.

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App Store and Play Store Review Intelligence

scrapemint/app-review-intelligence

Pulls every review for any iOS App Store or Google Play app: rating, title, body, reviewer, date, app version, country, and developer replies. Track release sentiment, flag regressions per version, and benchmark competitors.

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5.0

App Review Change Monitor

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Monitor public App Store review feeds for new reviews, rating drops, and competitor review digests.

X L

App Release Regression Intelligence from Reviews

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Compare buyer-supplied Apple App Store or Google Play reviews before and after a release. Get one deterministic regression report with rating and topic shifts, confidence, representative evidence, data gaps, and unsent review actions. No review fetching, telemetry, or causal attribution.

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App Review Scraper & Monitor — App Store + Google Play

vertaizen/app-review-monitor

App review scraper for the Apple App Store & Google Play in one run — rating, text, author, version, date. Monitor mode returns only NEW reviews; add a webhook for instant 1-star alerts, reputation monitoring & competitor analysis. Pay per review, MCP-ready.

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App Store Reviews Scraper — Apple App Reviews & Ratings

hipersoft/appstore-reviews-scraper

Scrape user reviews and star ratings from the Apple App Store by app ID or URL. Returns review text, title, rating, author, app version, votes, date and review link across any country. No setup.

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App Store Reviews Scraper

codingfrontend/app-store-reviews-scraper

Scrape user reviews from the Apple App Store for any app. Extracts ratings, review text, author, version, and more.

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App Review Scraper — Google Play & App Store Monitor

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Scrape and monitor app reviews on Google Play and the App Store in one run: rating, text, author, app version, date. Optional monitor mode returns only reviews posted since the last run. No LLM, no logins. Pay per review fetched.

Hossam Mohamed

App Store Reviews Scraper

clearrun/app-store-reviews

Public App Store reviews with rating, title, text, version, date, author name and helpfulness votes for any app and storefront, plus app rating and developer. No browser; pay per review.