How answer engines pick sources, where brands lose the answer, and exactly what to publish to win it back.
Rank tracking told the old story. Here's the new unit of victory — and why the playbook is different.
Put a number on the pipeline you lose every time the AI names a competitor instead of you.
The source the models trust most — and how genuinely useful replies become cited sources.
Sixteen statements across discoverability, authority, narrative and measurement. Get your tier.
Project how quickly research moves into AI answers — and how much pipeline is exposed.
What to look for, the categories of tools, and the questions to ask before you commit.
What changed in how the models cite — and what to publish about it. No fluff, unsubscribe anytime.
Or just run the diagnostic