Connect Google Analytics 4 (GA4) to Databricks
Quickly integrate your Google Analytics 4 data into Databricks with Windsor.ai’s ETL connector.
Our platform automates GA4 reporting and delivers structured, event-level behavioral data, ready for large-scale analysis, cross-platform insights, and machine learning. Empower your team with faster decision-making, deeper user understanding, and fully unified analytics.
Forget CSVs. Skip manual exports. Connect your data in under 2 minutes. No code required.
30-day free trial
No credit card needed
Unlock ML-driven insights with Google Analytics 4 to Databricks integration
Easily sync GA4 data into Databricks with Windsor.ai to analyze user behavior at scale, build predictive models, and unify insights across your entire data stack, while unlocking these powerful capabilities:
Full-funnel analytics
Full-funnel analytics
Blend GA4 insights with data from e-commerce platforms, CRM systems, and advertising channels directly in Databricks to analyze customer journeys, calculate CAC, and improve attribution accuracy. Gain a unified view of how users engage across marketing, sales, and product touchpoints from first click to purchase.
Automated data ingestion
Automated data ingestion
With Windsor.ai, you can automatically stream structured GA4 data — including events, sessions, user properties, and conversions — into your Databricks lakehouse. Eliminate manual exports and get consistent, queryable data ready for SQL, Python, or Spark-based analysis.
ML workflows
ML workflows
Use Databricks ML workflows to segment users, detect churn risk, and predict engagement or conversion likelihood based on GA4 behavioral data. Inform smarter audience building, personalization, and UX optimization — all from a single platform.
Using Windsor.ai connector to import data from Google Analytics 4 into Databricks
Most available methods for syncing GA4 with Databricks are expensive, complex, and require ongoing engineering support. Windsor.ai simplifies the process with a fully automated, no-code solution.
Our ETL connector handles the entire integration, streaming structured GA4 data directly into your Databricks lakehouse in minutes, with no manual setup or custom scripting required.
How to connect Google Analytics 4 to Databricks in Windsor.ai
To set up the connector, make sure you have the following things in place:
- Google Analytics 4 account
- Configured Databricks environment
- Active Windsor.ai account
Register and log in to Windsor.ai
Create a new Windsor.ai account or log in if you already have one.
Configure Databricks environment
Set up your Databricks catalog and schema to ingest data from Windsor.ai and generate an access token.
Connect a data source
In your Windsor.ai dashboard, connect Google Analytics 4 to Windsor.ai. Select the necessary account(s) you want to pull data from and click “Next.”
Set Databricks as a data destination
Create a destination task, enter all the essential details, and run the task.
See the integrated data in Databricks
Verify that your data is being added to the Databricks table.
FAQs
What is Databricks?
Databricks is a unified data analytics platform built on Apache Spark, designed to simplify data engineering, analytics, and machine learning workflows. It integrates with cloud platforms like Azure, AWS, and Google Cloud, offering a collaborative environment for large-scale data processing and AI development.
Databricks delivers unmatched scalability, enabling seamless handling of massive datasets. Its Delta Lake ensures data reliability and ACID compliance, while the Photon engine accelerates query performance by up to 10X. The platform supports collaboration with a unified workspace and integrates with MLflow for advanced machine learning workflows.
Do you have helpful links to get started with integrating GA4 and Databricks using Windsor.ai?
Yes, we have helpful resources to help you get started. You can explore our official documentation and tutorials for seamless GA4 to Databricks integration with Windsor.ai:
How much time do I need to create the GA4 and Databricks integration?
Windsor.ai provides a user-friendly interface and a powerful data connector that enables you to integrate Google Analytics 4 with Databricks in under 5 minutes, making the process quick and hassle-free.
How much does it cost to integrate GA4 into Databricks with Windsor.ai?
Windsor.ai’s pricing for Google Analytics 4 into Databricks integration can vary depending on your use case. We offer absolutely transparent, fixed pricing plans for diversified business needs and budgets, starting at just $19/month and coming with a 30-day free trial.
Popular Google Analytics 4 integrations
Import your Google Analytics 4 data into any destination using Windsor.ai.
Tired of manual Google Analytics 4 data exports? Get started with Windsor.ai today to automate your reporting
