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Notes from the answer layer

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.

All Strategy Technical Data For agencies
Featured DATA · 12 AUG 2026 · 7 MIN

Zero-click is the default now. What that does to your traffic model.

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.

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Strategy

How to structure a page so an AI engine will quote it

Answer-first structure isn't a writing style, it's a retrieval format. Here's the shape that keeps getting lifted into answers.

5 AUG 2026 · 8 MIN
Technical

The five schema types that actually move AI citations

Most sites mark up the wrong things. A short, opinionated list of what to ship first and what to stop bothering with.

29 JUL 2026 · 9 MIN
Data

Why ChatGPT, Gemini and Perplexity pick different winners

Same question, three different shortlists. The reasons are structural, and they tell you which engine to fight for first.

22 JUL 2026 · 8 MIN
Strategy

Your brand is an entity now. Make the web agree on it.

Models resolve you against everything they've read. When the sources disagree about who you are, you lose the citation to someone clearer.

15 JUL 2026 · 7 MIN
For agencies

Selling AEO to a client who only asks about rankings

A practical script for the conversation, the two slides that land, and the trap of promising movement you can't deliver in a quarter.

8 JUL 2026 · 8 MIN
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