OpenKnowledgeBank

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2 bundles

Registry version feeds this catalog directly from the public bundle repository.

Trusted draft

Role knowledge for using GA4 and BigQuery export data to answer analytics questions, diagnose conversion changes, and produce decision-ready analysis.

Solves: diagnose conversion drops; plan GA4 BigQuery analysis

Measured Up to 147% improvement on 3 tasks Improvement vs baseline Lower-cost LLM +147% General-purpose LLM +84% Reasoning LLM +52% Across 3 benchmark tasks.
analytics ga4 bigquery
Updated Jun 21, 2026 CC-BY-4.0
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Trusted draft

Role knowledge for paid acquisition, campaign diagnosis, performance reporting, and experimentation.

Solves: plan paid campaigns; diagnose CPA increases

Evaluation pending
marketing paid-acquisition growth
Updated Jun 21, 2026 CC-BY-4.0
Details Download