Firebase Data Integration — App Analytics Unified
Connect Firebase and let AI agents query app engagement, crash data, and custom events alongside mobile ad spend from 1,000+ sources.
Key Takeaways Connect Firebase to your data warehouse
Improvado connects directly to Firebase APIs to extract user engagement metrics, crash analytics, performance data, and custom events. Our platform automatically pulls data from Firebase Analytics, Crashlytics, Performance Monitoring, and Remote Config. Data refreshes run on your schedule—hourly, daily, or real-time. No manual exports or CSV downloads required.
Unified mobile analytics across platforms
Firebase data gets normalized through Improvado's Marketing Common Data Model alongside your other mobile and web analytics platforms. User acquisition costs from Google Ads combine with Firebase retention metrics and AppsFlyer attribution data in a single view. Marketing teams can analyze the complete user journey from first touch to long-term engagement. Cross-platform cohort analysis becomes possible when Firebase sits alongside Mixpanel, Amplitude, and advertising data.
Data objects and fields Improvado extracts from Firebase
| Object | Fields |
|---|---|
| Campaign | campaign_name impressions clicks cost conversions conversion_value |
| AdGroup | ad_group_name impressions clicks cost conversions ctr |
| Event | event_name event_count event_value user_pseudo_id timestamp |
| UserProperties | user_id user_property_name user_property_value first_open_time engagement_time |
From connection to autonomous action in three steps
Connect
Connect your Firebase project using a service account key. The agent authenticates via Google Cloud IAM and accesses Analytics, Cloud Messaging, Remote Config, and Crashlytics APIs with read-write permissions.
Ask
Ask questions like 'Which user segments have the highest 7-day retention?' or 'Show me A/B test results for the checkout flow experiment.' The agent queries Firebase Analytics events, user properties, and Remote Config parameters.
Act
The agent creates and updates Remote Config flags, sends targeted push notifications via Cloud Messaging, pauses underperforming notification campaigns, adjusts audience targeting rules, and exports custom event funnels to your data warehouse.
What teams ask their AI agent about Firebase
Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.
Compare user acquisition quality across Google Ads, Facebook, and organic channels
Your AI agent analyzes Firebase data and delivers actionable insights — automatically, in seconds.
Track revenue per user by acquisition source and optimize mobile ad spend
Your AI agent analyzes Firebase data and delivers actionable insights — automatically, in seconds.
Build executive dashboards showing app performance, user growth, and retention
Your AI agent analyzes Firebase data and delivers actionable insights — automatically, in seconds.
Your agent doesn't just read Firebase — it calculates user acquisition quality
Read
The agent reads Firebase Analytics events, user engagement metrics, conversion funnels, audience segments, Remote Config parameter values, Cloud Messaging campaign performance, A/B test results, Crashlytics error rates, and real-time active user counts across all connected apps.
Write
The agent sends push notifications to specific user segments, creates and updates Remote Config flags, starts and stops Cloud Messaging campaigns, adjusts notification scheduling and frequency caps, modifies audience definitions, and triggers custom event tracking for new conversion goals.
Monitor
The agent monitors push notification delivery rates and CTR thresholds, watches for sudden drops in user retention or engagement, tracks A/B test statistical significance, alerts on Crashlytics error spikes, and flags Remote Config rollout anomalies that impact conversion rates.
AI agents query user engagement metrics, retention rates, and custom events directly from Firebase Analytics. They match app behavior to acquisition campaigns to calculate true user LTV by channel. Agents automatically flag when crash rates or performance issues correlate with specific marketing sources.
| Campaign | Impressions | CTR |
|---|---|---|
| Flash Sale - Electronics | 487K | +12.1% |
| Weekend Deal - Home Goods | 521K | +9.8% |
| New Arrivals - Fashion | 612K | +8.7% |
| Loyalty Rewards Reminder | 394K | +6.4% |
| Cart Abandonment - All | 386K | +5.9% |
Send Firebase 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 Firebase 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 Firebase data can Improvado extract?
How often does Firebase data sync with Improvado?
Can I combine Firebase data with other mobile analytics platforms?
Does Improvado support Firebase custom events and parameters?
What destinations work with Firebase data from Improvado?
How does Improvado handle Firebase data privacy and compliance?
"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 Firebase today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.