A visual companion to Google's AI & Economy ATLAS v1.0

The AI economy, mapped.

Economists have been arguing about AI's impact from the outside. Google's ATLAS study looked from the inside — 15 million real, de-identified conversations across the Gemini app, AI Mode in Search, and the Gemini API — and charted who uses AI, for what, and where. This is that data, decoded.

SOURCE — Iscenko, Strand et al., Google / Google DeepMind PUBLISHED — July 2026 SAMPLE — 15,000,000 de-identified interactions