Query an ecommerce dataset through BigQuery's first-party ADK tools
At a glance
Google's tutorial builds a conversational analytics agent that discovers BigQuery metadata and generates SQL against the public thelook_ecommerce dataset, using a maintained toolset rather than custom database plumbing. This workflow is listed under builder, google-adk, bigquery, natural-language-sql, analytics.
The project-management guide generates user acceptance tests for a website form, organizes the cases in Sheets, and drafts instructions for the colleague running them.
The example narrows a funnel change by cohort and authentication path, then correlates analytics, tickets, and deployment history to investigate likely causes.
A developer describes a pipeline in which Gemini saves meeting transcripts to Drive, Grok Bot turns them into a PRD, and Cursor implements it; exceptions feed back into subsequent coding tasks.
TikTok's US LIVE Diagnostics playbook walks sellers through an AI recap, funnel-step diagnosis, and follow-up prompts that turn session metrics into script, product, and pacing changes.
