App Store Review Scraper - iOS App Reviews + Metadata avatar

App Store Review Scraper - iOS App Reviews + Metadata

Pricing

$100.00 / 1,000 app intelligence fetched (per app per country)s

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App Store Review Scraper - iOS App Reviews + Metadata

App Store Review Scraper - iOS App Reviews + Metadata

Pull recent iOS App Store reviews and app metadata for any iOS app and country. Useful for competitor analysis, voice-of-customer research, and ASO. Returns rating, title, snippet, version, country, helpful count, developer reply. $0.01 per app x country.

Pricing

$100.00 / 1,000 app intelligence fetched (per app per country)s

Rating

0.0

(0)

Developer

Emily Ward

Emily Ward

Maintained by Community

Actor stats

0

Bookmarked

2

Total users

1

Monthly active users

8 hours ago

Last modified

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iOS App Store Intelligence

Drop in iOS app IDs + country codes. Get back full app metadata, ratings, version history, languages, file size, screenshots, and computed signals (active-maintenance flag, ratings/day).

Pure scraper. Uses Apple's iTunes Lookup API. No login, no tokens, no Claude dependency.

What you get back per (app + country) combination

40+ fields including:

CategoryFields
Identityapp_name, bundle_id, seller_name, artist_name, track_view_url
Pricingprice, formatted_price, currency, is_free
Ratingsaverage_user_rating, user_rating_count, average_user_rating_current_version, user_rating_count_current_version, ratings_per_day_lifetime
Versionversion, version_release_date, days_since_update, is_actively_maintained, release_notes
Genreprimary_genre, all_genres, content_advisory_rating
Localizationlanguages, supported_devices, minimum_os_version
Assetsartwork_url_512, screenshot_urls, ipad_screenshot_urls
Contentdescription, full release notes
Computedage_days, days_since_update, is_actively_maintained, ratings_per_day_lifetime

Why this beats writing your own iTunes Lookup script

  • Bulk-ready: pass 200 app IDs across 10 countries in one run.
  • Computed signals: is_actively_maintained (last update < 90 days), ratings_per_day_lifetime (popularity velocity), is_free (clean boolean), file_size_mb (parsed, not bytes string).
  • Dataset-native output: streams to Apify Dataset, export to CSV / JSON / Sheets.
  • Per-country comparison: see how the same app's rating + pricing varies across markets.

Pricing

$0.10 per (app + country) combination. Failed lookups (404, missing in country) are not charged.

Use caseAppsCountriesCost
Single app global scan110$1.00
Competitive sweep103$3.00
Quarterly portfolio audit505$25.00

Compare to AppFigures at $239/mo, Sensor Tower starting $400/mo, Asodesk at $43/mo.

How to find your app ID

Open the app in the App Store, copy the URL. The ID is the numeric portion after /id:

https://apps.apple.com/us/app/spotify-music-and-podcasts/id324684580 becomes app ID 324684580.

Use cases

  • App PMs: Track competitor rating velocity. The ratings_per_day_lifetime field surfaces fast-growing apps before headlines pick them up.
  • ASO teams: Compare app metadata across countries to spot localization gaps.
  • Mobile marketing: Find apps with is_actively_maintained = false to pitch as acquisition targets or rebuild opportunities.
  • VCs: Due-diligence sentiment + version history check. The days_since_update flag surfaces abandoned products.
  • Recruiters: Identify mobile app studios via seller_name + artist_id patterns.

Country codes (common)

us, gb, au, ca, de, fr, jp, kr, cn, in, br, mx, es, it, nl, se, no, dk, fi, nz

Full list: ISO 3166-1 alpha-2, lowercase.

What this actor does NOT do

  • It does not scrape individual user review text. Apple deprecated the customer reviews RSS in 2025. Only metadata + aggregate ratings remain available.
  • It does not scrape Google Play (different API, different actor needed).
  • It does not perform sentiment analysis. Pair with our cold-email-rewriter actor or feed release_notes to Claude separately.

Tags

app-store ios aso mobile-apps competitive-intelligence app-metadata ratings


Made by Emily Ward, Cancel Costs.

Integrations

This actor works out of the box with every Apify-supported integration:

  • API: call via Apify API or any official SDK (Python, JavaScript, PHP, .NET). Returns a clean dataset URL.
  • Schedule: set a daily, weekly, or custom cron cadence in Apify Console. Combine with notification for fresh feeds.
  • Webhooks: wire ACTOR.RUN.SUCCEEDED to Slack, Discord, Zapier, Make, n8n, Pipedream, or any HTTPS endpoint.
  • MCP: this actor is discoverable through Apify's hosted MCP server at mcp.apify.com for Claude, Cursor, Cline, Windsurf, and other MCP clients.
  • n8n / Make / Zapier: native HTTP-Request integration. Trigger the actor on schedule, pipe results to Google Sheets, Airtable, your CRM, or any database.

Try it free

Every Apify user gets $5/month in free platform credits (around 250 events at this actor's per-event price). Run preview mode first to confirm output shape before scaling.

New to Apify? Sign up here to get free credits on signup.

What's New

  • 2026-06-03: Metadata, categories, and SEO refreshed. Latest version live on Apify Store.

Last Updated

2026-06-03