Interactive Demo
This is a working replica of the client-owned AI workspace I build: dashboards, unit economics, and search-query analytics on a BigQuery warehouse, with an AI analyst that answers from the data — never from guesses. Click around; everything below is computed live in your browser.
Anonymized sample data (1 year, 288 products of a DTC kitchen brand — the same dataset behind Case Study 1) · AI responses are guided demos computed from this data.
Click a product to see its monthly trend.
Per-unit averages over the full year. CM1 = after cost of goods; CM2 = after Amazon fees; CM3 = after advertising, promos & refunds.
Market = every product shown for this query; Brand = this brand’s share. The gap between the two bars is the opportunity.
In the real product this runs on the client’s own BigQuery with role-gated access, scheduled AI routines and MCP publishing.
Want this on your data? →Vin — AI analyst
Guided demo · answers computed from the sample data