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App Store Reviews Scraper — pain points & feature requests

Try for free

Scrape Apple App Store reviews for any app in any country (no login) and get optional AI analyses on top: pain points, feature requests, rating trend, and a headline summary you can paste into a report.

Pricing

Pay per event

Rating

0.0

(0)

Developer

Backyard Tools

Actor stats

Bookmarked

Total users

Monthly active users

4 days ago

Last modified

Categories

Agents

MCP servers

Developer tools

App IDs or App Store URLs

appIds

Optional

Numeric App Store IDs or full URLs. Example: 1232780281 or https://apps.apple.com/us/app/notion/id1232780281

Type:array

…or search by app name

searchTerm

Optional

Used only when App IDs is empty.

Type:string

How many apps to take from search

searchLimit

Optional

When resolving apps from searchTerm, how many of the top search hits to process.

Type:integer

Minimum:1

Maximum:10

Default:1

Storefronts

countries

Optional

Two-letter country codes, or ["all"] for every one of the 155 App Store storefronts. Each storefront holds a different set of reviews, so more countries means more data for the same app.

Type:array

Default:

[
  "us"
]

Sort order

sortBy

Optional

Which of Apple's two public feed orderings to read.

Type:string

Default:mostRecent

Options:

mostRecentmostHelpful

Max reviews per storefront

maxReviewsPerCountry

Optional

Apple caps its public feed at 200 per app per storefront.

Type:integer

Minimum:1

Maximum:200

Default:200

Min star rating

minRating

Optional

Keep only reviews with at least this many stars.

Type:integer

Minimum:1

Maximum:5

Default:1

Max star rating

maxRating

Optional

Keep only reviews with at most this many stars.

Type:integer

Minimum:1

Maximum:5

Default:5

Only reviews after this date

sinceDate

Optional

ISO date, e.g. 2026-01-01

Type:string

Analysis to run (billed per analysis)

aiAnalysis

Optional

Each selected analysis is charged once per run, regardless of review count.

Type:string[]

Default:

[]

Delay between requests (seconds)

throttleSeconds

Optional

Apple rate-limits its public feed per IP. Raising this trades speed for completeness.

Type:integer

Minimum:0

Maximum:30

Default:1

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