GA4 integration
GA4 data, in your warehouse.
A built-in ingestr connector: add credentials, pick tables, schedule it.
name: raw.events
type: ingestr
parameters:
source_connection: google_analytics_4
source_table: 'events'
destination: snowflake
incremental_strategy: merge$ bruin run assets/raw/ga4.asset.yml
- extract · GA4 eventsincremental
- load · snowflake raw.eventsmerged
- checks · not_null, unique
Loaded and checked. Downstream models can run.
How it connects
Connected in three steps.
Google Analytics 4 - the latest generation of Google Analytics with event-based tracking, cross-platform measurement, and AI-powered insights.
- 01
Add a Google Analytics 4 connection with its credentials.
- 02
Pick the tables to load and how: replace, append or merge.
- 03
Bruin runs it on your schedule and checks every load.
Connection parameters
- credentials_path
- Path to Google service account JSON key
- property_id
- GA4 property identifier
Tables
6 tables, ready to load.
eventssessionsusersconversionspagestraffic_sources
The platform
Part of the Bruin platform.
Data in, ready for everything downstream: the models, the checks, the lineage and the AI layer.
Sources
DatabasesWarehousesApps & APIsFiles & storageStreams & webhooksWeb scrapingMove
Data IngestionProduct analytics
More tools, same category.
Frequently asked
Questions about GA4.
Does Bruin have a built-in GA4 integration?
Yes. Built-in ingestr source.
Which GA4 tables can Bruin load?
events, sessions, users, conversions, pages, traffic_sources.
Where can GA4 data go?
Snowflake, BigQuery, Databricks, Redshift, ClickHouse, Postgres, DuckDB, MotherDuck, Microsoft Fabric and more, plus files on S3 and GCS.
How fresh is the data?
As fresh as your schedule. Incremental loads append, merge or replace a time window, every few minutes if you like.
Do we need Bruin Cloud?
No. The Bruin CLI and ingestr run locally, in CI or in your own orchestrator. Bruin Cloud adds scheduling, lineage, alerts and the AI data analyst on top.
Ready to connect GA4?
$100 in credits and 50 AI tasks. No credit card.
A demo walks through your own data.