App Reviews Scraper — App Store + Google Play in One avatar

App Reviews Scraper — App Store + Google Play in One

Pricing

from $0.50 / 1,000 results

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App Reviews Scraper — App Store + Google Play in One

App Reviews Scraper — App Store + Google Play in One

Scrape Google Play app reviews at scale — rating, title, text, version, date, developer reply, helpful votes. Multi-country, deep pagination, star-rating filters to isolate complaints. App Store beta included (free when Apple's feed is empty). Only pay for reviews delivered.

Pricing

from $0.50 / 1,000 results

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0.0

(0)

Developer

Jack Gendron

Jack Gendron

Maintained by Community

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2

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1

Monthly active users

6 days ago

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App Reviews Scraper — Apple App Store + Google Play in One

Scrape customer reviews from both major app stores in a single run, normalized to one schema. Paste store URLs or use ios:<id> / android:<package> shorthand — the store is auto-detected.

HTTP-only, no proxies, no login. Fast and cheap at any volume.

What you get — one row per review

FieldExample
storeappstore / googleplay
appIdcom.spotify.music
countryus
rating15
title / textfull review content
appVersion9.0.42
dateISO timestamp
userNamereviewer handle
thumbsUphelpful votes (Google Play)
replyText / replyDatedeveloper response (Google Play)

Use cases

  • Competitor intelligence — mine rivals' 1–2 star reviews for their weaknesses (set minRating: 1, maxRating: 2)
  • Product feedback pipelines — pipe fresh reviews into Slack/Sheets/your LLM for tagging and sentiment
  • ASO & reputation monitoring — schedule daily, track rating trends and unanswered reviews per country
  • Research datasets — multi-country, both stores, one schema — no per-platform parsing

Input example

{
"apps": [
"ios:324684580",
"android:com.spotify.music",
"https://play.google.com/store/apps/details?id=com.whatsapp"
],
"countries": ["us", "gb", "de"],
"maxReviewsPerApp": 200,
"minRating": 1,
"maxRating": 3
}

Notes & honest limits

  • Apple's public feed serves up to ~500 most-recent reviews per app per country. A small number of apps have the feed disabled — those return zero rows and you are not charged.
  • Google Play pagination goes deeper; maxReviewsPerApp is your cost control.
  • You only pay for review records actually delivered.

Also by jgdata: ATS Jobs Scraper (job postings from 5 ATS platforms), Hiring Signal Leads and Funding Signal Leads (scored B2B lead feeds from hiring and SEC funding data).