Jake Labate

GSC BigQuery Query Library

By Jake Labate, SEO Consultant Published | Updated

A practical library of reusable SQL patterns for analyzing Google Search Console exports in BigQuery, built for technical SEO diagnostics and repeatable search reporting.

Review use cases Back to library

Best for

  • Search Console bulk exports
  • Query and page trend analysis
  • CTR and ranking opportunity discovery

What the library helps answer

  • Which pages are gaining or losing query coverage across comparable periods?
  • Where are impressions growing faster than clicks, creating CTR optimization opportunities?
  • Which query/page pairs should be grouped into content refresh, consolidation, or internal linking workflows?

Workflow modules

Performance baselines

Queries for comparing clicks, impressions, CTR, and average position across stable reporting windows.

Opportunity mining

Patterns for finding pages with ranking movement, high impressions, and underperforming snippet engagement.

Content diagnostics

Aggregations that connect query intent, URL templates, and section-level refresh priorities.