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Google Play Store App Research Tool for Claude

Searches Google Play by keyword and country, pulls user reviews and full app metadata, and surfaces similar apps for competitive mapping, live and without API keys.

Overview

This connector puts four Google Play Store tools inside Claude: keyword search, review extraction, full app metadata, and similar-app discovery. A keyword search returns app title, ID, rating, developer, and pricing status per result, and Claude can carry the App IDs straight into any of the other three tools without the user copying a single com.xxx identifier between steps.

Country-specific results are supported throughout, so the same keyword can return different rankings depending on the storefront queried, which matters for market comparison work. Full app metadata goes well beyond what the Play Store listing shows at a glance, install counts, ratings histograms, developer contact, IAP range, Android version requirements, and the current changelog, and none of it requires Play Console access or a developer account.

Key Features

- Keyword App Search: Searches any keyword across any country's Play Store, returning title, App ID, rating, developer, and free/paid pricing status for up to 50 results.

- User Review Extraction: Pulls review text, author, rating, date, developer replies, and the app version at time of review for up to 5 apps and 100 reviews per call.

- Full App Metadata: Retrieves install count, total ratings, review count, developer email, IAP range, content rating, Android version requirement, and recent changelog.

- Similar App Discovery: Surfaces up to 20 apps Google considers similar to a given app, each with title, rating, installs, and developer.

- Country-Specific Comparison: Runs the same search or review query across different country codes to compare how rankings and sentiment vary by market.

- Search-to-Details Chaining: Passes App IDs automatically between search, details, reviews, and similar-app tools within one conversation.

Use Cases

- ASO specialists comparing an app's metadata and category positioning against top-ranking competitors before an optimization pass

- Localization teams checking how rankings and review language shift across different country storefronts ahead of a market entry decision

- Investor and M&A due diligence teams sizing a target app's install base, rating trend, and update cadence before a deal discussion

- Customer support leads spotting version-specific bug reports in reviews to help prioritize the next hotfix

- Partnerships teams scanning a similar-apps cluster for adjacent products worth a co-marketing or bundling conversation

Pricing

Free tier includes 30 credits every month with no credit card required. Paid packs are credit-based and never expire: Starter is $9 for 600 credits, Pro is $19 for 1,500 credits (most popular), Business is $29 for 2,500 credits, and Enterprise is $49 for 4,500 credits. Search costs 1 credit per 50 results, reviews cost 1 credit per 50 reviews, app details cost 1 credit per app, and similar-app discovery costs 1 credit per input app. Credits unlock all 14 platforms on the connector, not just Google Play.

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Note: This tool is built and maintained by Smacient, the team behind this directory.