What's actually changing in AI search, and what to do about it. Written by the people building the measurement, not by a content team.
Most searches end without a visit. That isn't a traffic problem you can fix with more content — it's a measurement problem, and the teams handling it well have already changed what they report on.
Read the article →Answer-first structure isn't a writing style, it's a retrieval format. Here's the shape that keeps getting lifted into answers.
Most sites mark up the wrong things. A short, opinionated list of what to ship first and what to stop bothering with.
Same question, three different shortlists. The reasons are structural, and they tell you which engine to fight for first.
Models resolve you against everything they've read. When the sources disagree about who you are, you lose the citation to someone clearer.
A practical script for the conversation, the two slides that land, and the trap of promising movement you can't deliver in a quarter.
What changed across the engines, what we measured, and what we'd do differently. No drip sequence.