How to Export App Store Reviews to CSV/Excel

If you build, market, or research mobile apps, the reviews on the Google Play Store and Apple App Store are a continuous stream of feature requests, bug reports, and competitor intelligence. The problem is that both stores are designed for browsing, not analysis - reviews are paginated and there is no native export. The good news: you can export app store reviews to a spreadsheet without coding. Right now, the fastest route for Android apps is the Google Play Reviews Exporter Chrome extension. Below we cover exactly how to do it, what data you get, and an honest note on iOS App Store support.

Step 1: Install the Google Play Reviews Exporter

Open the Google Play Reviews Exporter listing and click Add to Chrome. Approve the permissions and the icon appears in your toolbar instantly - no Google account or developer console access needed. For a deeper walkthrough, see our dedicated Google Play export guide.

Requirements: Chrome 88+ · Works on any Google Play app page · No coding

Step 2: Open the App's Google Play Page

Go to play.google.com/store/apps/details?id=[package-name] for the app you want - your own or a competitor's. Scroll to the reviews section so the page loads them. The extension works on any public app page, which makes it ideal for competitive mobile research, not just your own listing.

Step 3: Click the Extension and Export to CSV or Excel

Click the icon, choose CSV or Excel, and start the export. The extension pages through the available reviews and downloads a structured file with one row per review. A 1,000-review app typically finishes in under two minutes - no manual copying, no cleanup.

What Data You Get From App Reviews

Field	Why it matters
rating	Track your star distribution and spot rating drops after releases
review_text	The raw voice of the user - mine it for bugs and feature requests
app_version	Correlate sentiment with specific releases to catch regressions
review_date	Build trend lines and tie spikes to launches or incidents
developer_reply	See how (and whether) the team responds to feedback
thumbs_up_count	Rank issues by how many users found a review helpful

What About the Apple App Store (iOS)?

We want to be straight with you: there is no Reviews Extractor iOS App Store exporter available yet - it is on our roadmap. iOS reviews carry different metadata (such as App Store country and device type) and require a different extraction method than Android, so we are building it as a separate tool rather than overpromising on the Google Play extension.

If you need iOS data right now, your realistic options are Apple's own App Store Connect (limited to apps you own) or a general-purpose scraper that requires development work. If you want the no-code iOS exporter the moment it ships, follow the Apple App Store Reviews Exporter page to join the waitlist. In the meantime, most cross-platform mobile teams start with Android reviews because the volume and detail are typically higher.

Popular Use Cases for App Review Exports

ASO Keyword Research

Mine the words real users use to describe your app and feed them back into your store listing. See our ASO from reviews guide.

Bug Prioritization

Filter by version and thumbs-up count to build a data-driven bug backlog ranked by real user impact.

Competitor Benchmarking

Export several competing apps and compare complaint themes and rating distributions to find unmet needs.

Roadmap Planning

Pull feature requests hidden in 3- and 4-star reviews to ground your roadmap in actual demand.

Frequently Asked Questions

Can I export Apple App Store (iOS) reviews with this tool?

Not yet. The available extension covers Google Play (Android) app reviews. A dedicated iOS App Store exporter is in development - join the waitlist on the Apple App Store Reviews Exporter page to be notified at launch.

How do I export Android app reviews to Excel?

Install the Google Play Reviews Exporter, open the app's Google Play page, click the extension icon, and choose Excel. The reviews download as an .xlsx file with one row per review.

Can I export reviews for apps I do not own?

Yes. The Google Play exporter works on any public app page, including competitor apps - making it ideal for competitive mobile research, unlike developer-console exports that only cover your own apps.

Is it free to export app reviews?

You can export up to 25 reviews per file for free. Unlimited exports across all supported platforms start at $15/month - see the pricing page.

Start Exporting App Reviews Today

Android available now. Free tier, no credit card required.

Get the Google Play Exporter Free →