Today’s search news clusters around three pressure points: the AI answer layer is being reshaped from both ends, the commercial infrastructure of AI search is hardening fast, and two hard deadlines arrive Monday with real consequences for advertisers and publishers.

The Answer Layer: Publishers Get a Pull Lever, Users Find an Escape Hatch

Google opened a user-controlled channel into AI Overviews this week, and install data confirms users are already routing around AI search when it suits them.

The Commercial Layer: AI Ads Get Conversion Tracking, Retail Gets a Visibility Scorecard

OpenAI and Google both moved their AI surfaces closer to performance marketing this week, with tools that let advertisers measure and compare results rather than operate on faith.

Deadlines and Lawsuits: Two Things Happening Monday That You Cannot Ignore

A legal filing and a data-retention cutoff both land this weekend, and both have operational consequences that go beyond Monday morning.