Pricing

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App Store Review Insights — Complaints, Trends & Reviews

Try for free

Pull iOS App Store reviews for any apps and countries, and get an instant insight report per app: rating trend, rating by version, top complaint and praise themes (EN + FR). Compare competitors in one run.

Pricing

Pay per event

Rating

0.0

(0)

Developer

Loïc Fortin

Actor stats

Bookmarked

Total users

Monthly active users

2 days ago

Last modified

What you get per app and country

Rating trend: average rating of the last 30 days vs the previous 30 days
Rating by app version: spot the release that broke things
Top complaint themes (from 1–2★ reviews): crashes & bugs, login & account, ads, price & subscription, speed, update & design, support, notifications, privacy, missing features — with counts, share and an example
Top praise themes (from 4–5★ reviews)
Complaint keywords and phrases
English + French theme detection (great for Canada and France)
Optional: every individual review (rating, title, text, version, date, votes) as JSON and CSV files — reviewer names are not collected
A Markdown summary (REPORT) in the key-value store, ready to paste into Slack or a doc

Compare competitors

Add several apps and countries — e.g. your app and three competitors in us, ca, gb — and compare complaint themes side by side.

Input

Field	Example
`apps`	`https://apps.apple.com/us/app/instagram/id389801252` or `389801252`
`countries`	`["us", "ca", "fr"]`
`maxReviewsPerCountry`	up to 500 (Apple's public feed limit)
`includeReviews`	`false` to get only the insight reports

Output example (insight item)

{"appName": "Instagram", "country": "ca", "reviewsAnalyzed": 120,
 "averageRating": 2.48, "avgRatingLast30Days": 2.48, "negativeShare": 0.53,
 "topComplaintThemes": [{"theme": "update & design", "mentions": 21, "shareOfGroup": 0.33, "example": "..."}],
 "ratingByVersion": [{"version": "451.0.0", "reviews": 40, "averageRating": 2.1}]}

Pricing

Pay only for what you get: a small fee per review returned and per insight report (app × country). Turn off includeReviews to pay for reports only.

Notes

Uses Apple's public customer-review feed (most recent reviews, up to 500 per app per country).
Theme detection is keyword-based (no AI cost, instant, deterministic).
Not affiliated with Apple. Questions or a missing feature? Open an issue on the Actor page.

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