Tag
AI Visibility
AI visibility measures how far your brand appears in the answers language models generate — the metric older articles still call LLM Visibility. These pieces cover how to measure it, what it does and doesn't tell you, and where the traps are.
Articles with this tag
Absence was the right answer. It no longer is.
A month ago I turned down a services section on this site. Today the offer is openly on it. What changed — and what deliberately stays the same.
What an AI sees when it reads your page — and what I found when I audited my own site
I put my own site through an AI audit: 63 out of 100, three fundamental gaps and one lesson no validator catches. What an AI really sees when it reads your page.
Your citations are collapsing. Your visibility isn't.
Since May 2026, AI models have been showing fewer sources while brand presence in their answers holds steady. Why citation trends should never be read without mentions.
Everyone looks at citation. Nobody looks at bias.
AI visibility is measured in citations. But before the model consults your source, it already has an opinion about you. On the two mechanisms behind every AI answer.
What paid media managers need to know about AI visibility
Your paid campaigns are running. CTR and ROAS look healthy. But the decision happens before the click — in an AI answer your dashboard never sees.
Why AI visibility is a different game for financial brands
Almost half of all AI answers about financial products contain no brand name. Not because the brand is unknown — but because it loses its attribution. Here's why.
Why the best ad today isn't an ad — it's an AI answer
There's a moment in the buying process that marketers couldn't reach for decades. AI models are starting to take it over. Here's why AI answers are the new top of funnel — and what to do about it.
Your AI reputation already exists. The question is whether you know it.
AI models are forming an opinion about your brand right now — based on what others write about you. This piece explains how that works, what four states of AI reputation exist, and what you can do about it today.
From keyword to entity: how GEO is rewriting the rules of SEO
AI answers show no ranking — they show a selection of knowledge. Discover how Generative Engine Optimisation (GEO) is rewriting the logic of SEO and why entities, structured data and topical authority are the new keys to visibility in AI.
How visible are you in AI? The rise of LLM Visibility as a new marketing metric
AI models are shaping buying decisions before people even open Google. LLM Visibility measures whether your brand shows up in those answers — and why that matters now.