fetchlayer.dev Sign in Google Play reviews,
ready for your code and AI.
Fetch and filter public Google Play reviews for any Android app as structured JSON. Filter by rating, keyword, date, language, and device type, then send review text to your product, research, monitoring, or AI workflow.
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Request
$ curl -X POST https://api.fetchlayer.dev/playstore/reviews \ -H "Authorization: Bearer ss-your-key" \ -H "Content-Type: application/json" \ -d '{"appIdOrUrl":"com.spotify.music","pages":1,"reviewsPerPage":20,"sortBy":"newest"}'
Response
{
"reviews": [{
"rating": 1,
"reviewer": "Example user",
"body": "Crashes on launch since...",
"appVersion": "8.9.0",
"timestamp": "2026-08-18T10:00:00.000Z"
}],
"analysis": { "averageRating": 3.4 }
} Built for feedback workflows
Fetch the public signal. Use it wherever your team works.
Public app reviews
Retrieve publicly visible Google Play reviews for any Android app by package name or Play Store URL — no Play Console login required.
Rating & keyword filters
Narrow the review set by star rating, keyword matches, a review date window, or a specific app version.
Language & device filters
Filter by language and device type — mobile, tablet, or chromebook — when you need market- or platform-specific feedback.
Built-in rating analysis
Every response includes an average rating and rating distribution across the returned reviews, computed for you.
AI-ready JSON
Pass structured review text, ratings, and versions to an LLM to group bugs, feature requests, and recurring complaints.
Run on your schedule
Call the API from a cron job or automation to keep a feed of new Play Store feedback in your own database or alerting workflow.
Analyze Google Play reviews with AI—then export the results to CSV.
Prefer not to write code? Give FetchLayer Research Chat an app, ask what customers love or dislike, and turn the review set into a structured file you can use in a spreadsheet, report, or product workflow.
- ✓Ask questions in plain English
- ✓Analyze themes, sentiment, and pain points
- ✓Download the structured results as CSV or JSON
No code or setup required · Uses your FetchLayer credits
Analyze recent Google Play reviews for an Android app. Group bugs, feature requests, and praise, then export the review-level findings as CSV.
I grouped the reviews into six themes and highlighted the issues most closely tied to the latest app version. The full review-level analysis is ready to download.
google-play-review-analysis.csv
96 reviews · 8 columns · ready to download
Solutions
Build the workflow around the feedback.
Add Google Maps reviews
Bring public business review data into the same feedback and AI workflow.
Explore →Add App Store reviews
Bring public iOS review data into the same feedback and AI workflow.
Explore →Add YouTube comments
Bring another public feedback source into the same data and AI workflow.
Explore →From raw feedback to action
One request is the start of the workflow.
Store the structured response, run it on a schedule, pass it to an LLM, or feed it into the system your team already uses. FetchLayer handles retrieval so you can focus on the outcome.
- 01
Resolve an app
Use the package name (e.g. com.spotify.music) or the app’s public Play Store URL.
- 02
Fetch and filter the reviews you need
Set rating, keyword, date, language, and device filters alongside pagination controls.
- 03
Turn feedback into action
Store the JSON, trigger an alert, compare app versions, or ask an AI agent to summarize the recurring themes.
MCP & agents
Your AI already knows
how to use this.
Use the Google Play endpoint directly from your MCP-compatible agent. Ask it to retrieve public feedback, identify patterns, and turn the result into a useful brief without writing integration glue.
{
"mcpServers": {
"fetchlayer": {
"url": "https://mcp.fetchlayer.dev",
"headers": {
"Authorization": "Bearer sk-..."
}
}
}
} Works in Cursor, VS Code, Windsurf, Claude Desktop and any MCP host.
Fetch recent one-star Google Play reviews for a competitor app and summarize the three most repeated complaints, including the app version each complaint appears in.
↳ calling fetchlayer.playstore_reviews
{"q": "Tailwind vs Bootstrap", "limit": 5, "sort": "top"}
Fetched the public review pages and grouped the feedback. The leading issues are crashes after the latest update, battery drain, and requests for a dark mode toggle.
Works with every MCP-compatible tool
Use cases
What developers build with Google Play review data.
Same API, endless applications. Here is what teams ship with public review data.
Competitor intelligence
Compare public reviews across competing Android apps to find recurring complaints, unmet requests, and product gaps.
AI agent context
Give Claude, Codex, or your MCP agent structured reviews with ratings and app versions attached.
Review monitoring
Poll recent reviews on a schedule and alert the right team when a complaint cluster begins to grow.
Release intelligence
Track reviews by app version to catch regressions and understand what changed after a rollout.
Product feedback
Turn recurring bugs, requests, and praise into a clean product-research dataset or CSV export.
Market research
Compare public feedback by language and device type to understand how customer needs differ across markets.
Compare approaches
Spend time on the insight, not the collection layer.
| What you need | FetchLayer | Official API | Build it yourself |
|---|---|---|---|
| Public competitor review access | ✓ | Owner apps only | You build it |
| Bearer auth from one account | ✓ | Google Cloud setup | You manage it |
| Built-in rating filters & analysis | ✓ | Limited | You compute it |
| Ready for AI and MCP workflows | ✓ | Your integration | Your integration |
FetchLayer provides access to publicly available data. It is not affiliated with, endorsed by, or sponsored by the platform.
Pricing
Start free. Scale when ready.
Pay per request with no commitment, or lock in a flat monthly rate with built-in savings.
Free plan — 30 requests
Verify responses, inspect the API, no credit card required.
Pay as you go
$1.99
per 1,000 requests
$0.00199 per request · credits never expire
How credits work — no multipliers
One credit = one API call, on every endpoint and platform. No matter how many results come back, you pay for the call, not the output size. Most scraping APIs charge multipliers of 5x, 25x, even 75x per call depending on the target — here it's always 1.
- No multipliers — 1 request = 1 credit
- No monthly commitment
- Credits never expire
- Same API & MCP access as subscribers
- ∞ req/min, ∞ API keys
∞
Expiry
Credits stay until you use them. No monthly reset, no pressure to hit a quota.
0
Commitments
No subscription, no contract, no minimums. Start, pause, or scale whenever.
100%
Access
Every endpoint and MCP included. Not a limited tier — same data as any subscriber.
FAQ
Common questions.
Can I fetch reviews for an app I do not own?
Yes. FetchLayer retrieves publicly available Google Play reviews by package name or Play Store URL. You use your FetchLayer API key, not the app owner’s Play Console credentials.
What fields are included in a Google Play review?
Reviews include the star rating, reviewer display name, review text, app version, language, and both a relative and ISO 8601 timestamp — plus a rating-distribution summary across the returned set.
Can I filter reviews by rating, keyword, or date?
Yes. Filter by star rating, keyword matches, a review date window, language, device type, and app version, in addition to sorting and pagination controls.
Can I use the data with an AI model?
Yes. The API returns structured JSON that you can store, send to an LLM, or access through FetchLayer’s MCP server to find recurring bugs, feature requests, and product feedback.
Can I analyze and export Google Play reviews without code?
Yes. FetchLayer Research Chat can retrieve public Play Store reviews, analyze recurring themes with AI, and export the structured results as a downloadable CSV or JSON file.
How does billing work?
Fetching reviews is billed as a standard API request against your plan’s request quota — the same pricing model as every other FetchLayer endpoint.
Start pulling google play reviews today.
Get a free API key, make your first request, and put public feedback to work in your own product or research workflow.
Used by developers at
Individual developers or teams — not official partnerships