01
The shift
From "being found" to "being cited" — and why B2B feels it first.
Whitepaper · AI Visibility
When customers ask AI,
is your brand in the answer?
A generative engine returns one answer and four or five cited sources — not ten blue links. Your brand is either in it, or it does not exist.
- PDF · 5 pages
- English
- v1.0 · 2026-08
What this whitepaper covers
02
GEO vs SEO
GEO stands on SEO foundations, but what you measure and how you act differ.
03
Measurement
Four independent engine pipelines, industry-derived prompts, three monitoring dimensions.
04
The five rings
Study → Ask → Diagnose → Evolve → Verify: the full loop from monitoring to closing gaps.
05
A real case
Zero to 25% AI mention rate in six months — and what "blue-ocean topics" actually means.
06
Self-audit checklist
Six checks you can run this week to get your own AI visibility baseline.
Case: six months
0%
Start: no search volume, no AI mentions
12%
Q1 AI mention rate
25%
Q2 AI mention rate
Who it is for
- Marketing leads who own brand visibility
- Digital owners asked "how do we look on AI?"
- Executives deciding where the SEO budget goes
The methodology comes from our own AI visibility dashboard in production — 13,819 lines of code, 11 data tables, continuously monitoring ChatGPT, Gemini, Perplexity and Claude.