App Store Reviews Scraper – Official Apple RSS / iTunes Feed, ~1,000 per country

Get iOS App Store reviews for any app from Apple’s own public customer-review RSS/JSON feed and the iTunes Lookup API: rating, title, text, app version, date, country, helpfulness votes, plus app name, developer and overall rating. No HTML scraping, no login, no proxies, no captchas — runs are fast and rarely break.

Also known as: App Store review RSS scraper, Apple customer reviews API wrapper, iTunes reviews feed exporter (45+ storefronts).

Who is this for

• Product / UX teams – pull 1–2★ complaints after each release (maxRating: 2, filter by appVersion).
• ASO and marketing agencies – weekly multi-country review exports to Google Sheets, Slack or BI.
• Competitor researchers – compare review themes of rival apps across US/EU storefronts.
• AI / sentiment pipelines – clean JSON/CSV ready for LLM summarisation.

Why this one

Common pain points with App Store review tools, and how this actor handles them:

• "Only 500 reviews per country." Apple’s feed caps each sort at ~500. Combining most recent + most helpful (deduplicated) yields up to ~1,000 unique reviews per country (Spotify test: 1,000 US, 1,000 GB, 988 PL).
• "I have to look up numeric IDs." Paste an App Store URL, numeric ID or bundle ID (com.spotify.client).
• "One country at a time." List countries, or ["all"] for 47 major storefronts (fetched in parallel).
• "I pay for reviews I don’t need." Filter by stars, keywords and since before charge; maxReviewsPerApp caps cost.
• "It returned 0 reviews with a green checkmark." Apple often returns valid but empty pages (“holes”). This actor scans the full page range, retries empty pages with a second client/URL form, tags sortUsed, and if Apple returns nothing you pay nothing.
• "Runs fail randomly." Retries with back-off; unknown apps are skipped with a warning.
• "Missing app context." Every row includes app name, developer, average rating and rating count.

Input examples by buyer type

Product team – recent 1–2★ complaints for one app (cheap sample):

{"apps": ["com.spotify.client"], "countries": ["us"], "maxRating": 2, "maxReviewsPerApp": 20, "maxPagesPerCountry": 2}

ASO agency – three markets, Facebook + Spotify, since last month:

{"apps": ["com.spotify.client", "https://apps.apple.com/us/app/facebook/id284882215"], "countries": ["us", "gb", "de"], "maxRating": 2, "since": "2026-09-01"}

Sentiment pipeline – one country, full recent+helpful sweep, hard cap:

{"apps": ["324684580"], "countries": ["pl"], "includeMostHelpful": true, "maxReviewsPerApp": 500}

Output example

{"reviewId": "14661876090", "appId": "284882215", "country": "us", "rating": 1, "title": "…", "text": "…", "appVersion": "582.0.0", "userName": "…", "date": "2026-10-13T07:16:48-07:00", "voteSum": 0, "voteCount": 0, "appName": "Facebook", "developer": "Meta Platforms, Inc.", "appAverageRating": 4.2, "appRatingCount": 12345678}

Example dataset (demo run)

Cheap public demo on build 0.1.3 (2026-10-16): Facebook (284882215), US, 20 reviews.

• Open demo run
• Open dataset Or Try for free on the Store page (example input: Spotify / US / maxRating 2 / 20 reviews).

Pricing

Pay per result: $0.09 per 1,000 reviews. No start fee.

Related actors (same publisher)

• GUS BDL – Polish Local Statistics (Bank Danych Lokalnych) – official GUS BDL / TERYT local statistics API.
• Poland EU Funding Calls (Nabory) – Dotacje UE i KPO – official Polish EU funds / KPO call tables.

Limits (honest)

Apple’s public feed only exposes the most recent and most helpful reviews (up to about 500 each per country). Older reviews beyond that can’t be fetched by any feed-based tool. Use since with a daily or weekly schedule to build a complete history going forward.

Keywords: App Store reviews scraper, Apple RSS reviews, iTunes customer reviews feed, iOS app reviews API, ASO reviews export, App Store rating scraper.