Resources
Guides
Written to actually answer the question, not to rank for it. We'll add to this slowly, as we have something genuinely useful to say — not on a content calendar.
Useful answers, not content volume
Terminology
AEO vs GEO vs AIO vs LLM SEO — what's actually different
The honest version: they're overlapping names for the same underlying shift, not four separate services. Here's what each term actually emphasises, and what we do about it.
Coming once we have real data
What schema actually does (and doesn't do) for AI citations
Drawing on our own audit data once we've run enough of them to say something original rather than repeating someone else's study.
Coming once we have real data
How long citations actually last, by platform
A closer look at citation decay, tracked across our own monitoring clients rather than cited secondhand.
Want to go deeper?
See how we measure AI visibility.
Explore the methodology behind our audits and the evidence we use to make recommendations.