Google Play Reviews + Insights Report avatar

Google Play Reviews + Insights Report

Pricing

from $0.40 / 1,000 reviews

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Google Play Reviews + Insights Report

Google Play Reviews + Insights Report

Download Google Play app reviews (with developer replies) and get an insights report per app: top complaint themes (crashes, login, pricing, ads...), negative phrases, rating by version and month, and the most-upvoted critical reviews. For ASO, product teams and competitor research.

Pricing

from $0.40 / 1,000 reviews

Rating

0.0

(0)

Developer

Feedwise Data

Feedwise Data

Maintained by Community

Actor stats

0

Bookmarked

2

Total users

1

Monthly active users

25 days ago

Last modified

Categories

Security

Limited permissions

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Download Google Play app reviews (including developer replies) and get an instant insights report for every app, with no spreadsheet work and no AI credits.

What the insights report tells you

  • Top complaint themes with their share of negative reviews: crashes/bugs, login/account, pricing/subscription, ads, performance, UI/UX, customer support, notifications, sync/data loss, privacy and feature requests, each with the most-upvoted example.
  • Top negative and positive phrases (2- and 3-word phrases people repeat).
  • Rating by app version: spot the release that broke things.
  • Rating by month.
  • Most helpful critical reviews: the complaints other users agree with.
  • Store stats: overall rating, rating count, star histogram, installs, current version.

Who it's for

  • ASO and app marketers: track sentiment after every release.
  • Product managers: turn reviews into a prioritised bug and feature list.
  • Competitor research: see exactly why users dislike a rival app.
  • Agencies: generate a client-ready review audit in one run.

For iOS, use the companion actor App Store Reviews + Insights.

Input

{
"apps": ["https://play.google.com/store/apps/details?id=com.duolingo", "com.spotify.music", "Notion"],
"country": "us",
"language": "en",
"maxReviewsPerApp": 500,
"sort": "newest",
"sinceDate": "2026-09-01"
}

Output

Rows with type: "insights" are per-app reports; rows with type: "review" are individual reviews:

{
"type": "review",
"appName": "Duolingo: Language Lessons",
"rating": 2,
"text": "Too many ads since the last update...",
"version": "6.20.3",
"date": "2026-09-30T18:24:18.637Z",
"voteSum": 14,
"developerReply": "Thanks for the feedback...",
"themes": ["ads"]
}

Good to know

  • Reviews come from Google Play's public review feed, which usually lags the app page by a few days. "Newest" means newest published by Google.
  • Use sinceDate for weekly monitoring: only reviews on or after that date are collected (and charged).

Pricing

Pay per review saved, plus one insights report per app. Turn either off to pay only for the other.