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Integrating GA4 With BigQuery to Solve the Token Crisis

Setting up the GA4-to-BigQuery export is a five-minute technical task, even though the strategic reasons for doing it deserve a fuller explanation — see our Ultimate Guide to GA4 and BigQuery for Gov & Higher Ed for that.

Here’s the quick setup:

  1. Create a dedicated Google Cloud project for your marketing data.
  2. In GA4, go to Admin > Product Links > BigQuery Links, and connect that project.
  3. Choose your data location and enable the Daily export at minimum. If you need near-real-time data — for something like monitoring a government service launch — enable Streaming export too.

One thing worth flagging: BigQuery does not backfill data. It only starts collecting from the moment you link it. Every day you wait is data you can’t get back later.

Once data is flowing, don’t point your dashboards directly at the raw event tables — they’re slow and expensive to query at scale. Build SQL views that pre-aggregate the data first, then connect Looker Studio (or your BI tool of choice) to those views instead of the raw GA4 API. That’s what actually makes the quota errors disappear.