Apple App Store Review Intelligence

Analyze public Apple App Store customer reviews for one app and receive normalized review records plus an aggregate intelligence report.

Free-plan limit: Apify free-plan runs deliver at most 5 review records per run. Larger maxReviews requests are reduced before app lookup and review fetching. Paid and agentic-payment runs follow the configured maxReviews value.

What it returns

The default dataset contains one record per public review with the app ID, storefront, rating, title, text, author display name, app version, timestamps, and Apple review URL. The OUTPUT and SUMMARY key-value records contain:

• rating distribution and average collected rating;
• lightweight positive/neutral/negative sentiment signals;
• ranked themes such as performance, login, pricing, notifications, usability, and features;
• representative positive and negative review excerpts;
• app metadata returned by Apple's lookup endpoint.

Example input:

{"appIdOrUrl":"310633997","country":"us","sortBy":"mostrecent","maxReviews":50}

Use appIdOrUrl for a precise match. appName can be used for an Apple search when the numeric ID is unknown. country is a two-letter storefront code such as us, gb, or ca.

Pricing

This Actor uses pay-per-event pricing. These are the current Apify Store event prices:

Event	Price (USD)	When it is charged
app-review-intelligence-report	$0.02	Review intelligence report — One aggregate report with rating distribution, sentiment signals, themes, and representative review excerpts. — Charged once per run.
apify-actor-start	$0.00005	Actor Start — Charged when the Actor starts running. Number of events charged depends on Actor memory (one event per GB, minimum one event). — Charged once per run.

Apify platform usage for this Actor run is included alongside the event prices above; no separate per-run platform-usage fee is passed to users.

This covers Apify platform usage for this Actor run. Other Apify products or usage outside this Actor run may still follow your account plan.

Reliability and limitations

The Actor uses Apple's publicly accessible App Store review page and a bounded RSS fallback. It does not log in, bypass a challenge, or fabricate reviews. Apple exposes a bounded public feed, so the result may contain fewer reviews than requested. If the storefront has no public reviews, the Actor returns an empty report with zero dataset records. Sentiment and themes are transparent lexical signals rather than human- or model-validated classifications.

Review text and public author display names may be personal data. Use the output only for a lawful product-research purpose, respect Apple's terms and applicable privacy rules, and avoid republishing review text without the necessary rights.