01 / ownership chapter
Technical eligibility
Search and citation crawlers must access the right pages; rendering, canonical and indexation fundamentals still determine what can be retrieved.
AI Search + GEO · specialist practice
Be the source answer engines can understand and cite.
AI search does not replace SEO fundamentals. We strengthen crawl access, technical clarity, useful answer content, entity evidence and citation authority — then track where the brand appears and why.
AI Search + GEO · operating viewEvidence current
01Tracked buyer prompts200· weekly
02Citation share18.6%· +3.4
03Uncited owned pages42· ranked
04Bot access conflicts3· P0
Evidence → priority → shipped change
What the practice owns
From specialist evidence to shipped business change.
The practice is deep enough for experts and legible enough for the CMO. It plugs into the same operating queue as every other organic-growth discipline.
02 / ownership chapter
Answer architecture
Pages are designed around real buyer questions, clear product truth, useful evidence and extractable passages — not artificial GEO tricks.
03 / ownership chapter
Entity and source authority
Consistent brand facts and credible external references help answer engines understand who the company is and when it is relevant.
04 / ownership chapter
Citation intelligence
An agreed prompt panel tracks brand mentions, cited sources, competitors, accuracy and the pages most likely to improve share of answer.
What you can inspect
The deliverable is a decision system, not a deck.
Each output should carry evidence, priority, owner and the next decision so internal teams can move without translating consultant language.
01 / output
AI-search baselinePrompt set, answer engines, brand mentions, citations and competitor share recorded consistently.
02 / output
Citation opportunity mapMissing sources, weak pages and authority gaps ranked by buyer importance.
03 / output
Answer-engine readoutWhat changed, which sources were used and what the next release queue should address.
Tools in context
Evidence where the decision happens.
Platform and workflow tools appear inside the work. They are not presented as endorsements or client logos.
GSGoogle SearchSCSearch ConsolePPerplexityCClaudeSSemrushGAGoogle Analytics
Practice questions
Clear answers about this practice.
The commercial boundary and implementation model remain explicit.
Can you guarantee a ChatGPT or AI Overview citation?+
No one controls a third-party answer. We guarantee disciplined access, content, entity, authority and measurement work — and hold the broader engagement to the agreed organic-user target.
Do we need special AI-only pages?+
Usually not. The best opportunities often improve pages for users and search together. New answer resources are created only when the buyer question deserves one.
What about llms.txt?+
It may be maintained as an optional publishing aid, but it is not treated as a Google ranking or citation lever. Foundational SEO, accessible pages and useful evidence come first.
No long pitch deck required
Turn AI search from a trend into a tracked outcome.
Start with the AI-search baseline. We will show the prompts that matter, the pages losing citation share and the next work most likely to move it.