Google Play Store Data Integration — App Analytics Hub
Connect Google Play Store in 5 minutes. Query CPM, CPC, ROAS, and conversion data through natural language. Adjust bids, pause underperforming ad groups, and monitor campaign performance—unified with insights from 1,000+ marketing sources.
Key Takeaways Connect Google Play Store to your data stack
Improvado connects directly to Google Play Console APIs to extract your app's performance data automatically. Pull metrics like installs, ratings, revenue, user acquisition costs, and retention rates without manual CSV downloads. Data refreshes run on your schedule—hourly, daily, or custom intervals. Set up the connection once and your Google Play Store data flows continuously to your chosen destination.
Unified mobile app data across all platforms
Improvado's Marketing Common Data Model (MCDM) standardizes Google Play Store metrics with data from App Store Connect, Facebook Ads, and other mobile marketing platforms. Compare iOS vs Android performance, analyze cross-platform user acquisition costs, and track lifetime value across app stores. All metrics use consistent naming conventions and data types for seamless analysis.
Data objects and fields Improvado extracts from Google Play Store
| Object | Fields |
|---|---|
| App | installs uninstalls active_devices ratings reviews_count average_rating |
| Acquisition | new_users install_source conversion_rate cost_per_install campaign_id |
| Revenue | revenue transactions ARPU in_app_purchases subscriptions refunds |
| Retention | DAU MAU retention_rate churn_rate session_duration sessions_per_user |
| Rating | rating_value review_text reviewer_country device_type app_version |
From connection to autonomous action in three steps
Connect
Connect your Google Play Console account via OAuth. The agent accesses app performance data, user reviews, listing details, and in-app purchase metrics across all your published apps.
Ask
Ask questions like 'Which apps have declining ratings this quarter' or 'Show revenue by app category with install conversion rates' or 'What are common complaints in recent 1-star reviews for FitTrack Pro'.
Act
The agent updates app listing copy, responds to user reviews, adjusts pricing for in-app purchases, modifies store presence settings, and flags apps requiring urgent attention based on rating drops or crash reports.
What teams ask their AI agent about Google Play Store
Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.
Compare app performance across Google Play Store and Apple App Store in one dashboard
Your AI agent analyzes Google Play Store data and delivers actionable insights — automatically, in seconds.
Track user acquisition costs from Google Ads to Play Store installs and revenue
Your AI agent analyzes Google Play Store data and delivers actionable insights — automatically, in seconds.
Generate weekly app performance reports for stakeholders with real-time data
Your AI agent analyzes Google Play Store data and delivers actionable insights — automatically, in seconds.
Your agent doesn't just read Google Play Store—it optimizes campaigns.
Read
Pulls app download counts, user ratings and reviews, revenue and in-app purchase data, install-to-purchase conversion rates, crash statistics, listing performance metrics, and A/B test results from Google Play Console.
Write
Updates app store listing descriptions and metadata, responds to user reviews, adjusts in-app purchase pricing, modifies store presence and availability settings, and creates draft listing updates for review.
Monitor
Watches for rating drops below thresholds, spikes in negative reviews or uninstalls, crash rate increases, revenue anomalies, conversion rate changes, and competitor app updates in your category.
Query spend and ROAS, update bids, pause ad groups, and monitor campaign shifts through Claude, ChatGPT, Cursor, or any MCP client. Every action is logged and governed for complete control.
| App Name | Downloads | Revenue Change |
|---|---|---|
| FitTrack Pro | 847K downloads · 4.7★ | +23% |
| MealPlan Daily | 612K downloads · 4.5★ | +18% |
| QuickBudget | 394K downloads · 3.8★ | -12% |
| HomeRepair Helper | 287K downloads · 3.7★ | -8% |
| TravelSnap | 241K downloads · 3.9★ | +5% |
Send Google Play Store data anywhere
Load normalized data to your preferred warehouse, BI tool, or cloud storage. Click any destination to see its integration guide.
They extract data. Improvado deploys an agent.
Traditional tools move data from A to B. Improvado gives you an AI agent that reads, acts, and monitors — with Google Play Store as one of 1,000+ integrated sources.
| Feature | Improvado | Supermetrics | Funnel.io | Fivetran |
|---|---|---|---|---|
| Data fields extracted | 200+ | ~90 | ~120 | ~80 |
| Total integrations | 1,000+ | ~150 | ~500 | ~300 |
| Cross-channel normalization (CDM) | ✓ Built-in | ✗ Manual | ● Basic mapping | ✗ Raw only |
| AI Agent access (MCP) | ✓ Read, Write, Monitor | ✗ | ✗ | ✗ |
| Data warehouse destinations | ✓ 16+ warehouses & BI tools | Sheets, Looker, BigQuery | BigQuery, Snowflake, Redshift | ✓ Broad warehouse support |
| Refresh frequency | Every 15 min | Scheduled triggers | Daily / 6hr | Every 15 min (premium) |
| SOC 2 Type II & HIPAA | ✓ | ✗ SOC 2 only | ✓ SOC 2 | ✓ |
| Best for | Teams that want an AI agent, not a pipeline | Small teams, spreadsheets | Mid-market, data teams | Engineering-led ELT pipelines |
Comparison based on publicly available documentation as of April 2026. Feature availability may vary by plan tier.
Frequently asked questions
What Google Play Store metrics can Improvado extract?
How often does Google Play Store data refresh in Improvado?
Can I combine Google Play Store data with Apple App Store data?
Which data warehouses support Google Play Store integration?
Does the integration require technical setup or coding?
How does Improvado handle Google Play Store API rate limits?
"Improvado saves about 90 hours per week and allows us to focus on data analysis."
"Improvado's reporting tool effortlessly integrates all our marketing data so we can easily track users across their entire digital journey. This saves me and my team countless hours."
Put an AI agent on your Google Play Store today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.