Is AI search worth investing in yet?

Depends on your category, which is why the baseline comes first. For considered purchases and research-heavy categories, a measurable share of buying journeys already runs through generated answers. The strategy tells you the size of that share for your specific market before you commit budget.

Does GEO replace our SEO programme?

No — it sits on top of it. Nearly everything that wins citations (clean technical delivery, extractable content, authority, entities) is classic SEO done well. What changes is the measurement and a new layer of source-building.

How do you measure something with no rankings?

With a fixed panel of the questions buyers actually ask, run across the engines monthly: is the brand mentioned, is it cited, is it recommended, who took the slot instead. It is share of voice measured at the answer, not the keyword.

[06]AI Search

AI SEO / GEO Strategy

A plan for visibility inside AI-generated answers: how ChatGPT, Gemini and Google's AI Overviews treat your category, and what makes your brand the one they cite.

Written by Rahul Sengupta, independent SEO & AI-search consultant in Melbourne.

About the author

[S1]Comparison

Classic SEO vs AI search

AI search is not a rebrand of SEO — the win conditions and the measurement genuinely differ. The strategy accounts for both.

Classic SEO vs AI search	Classic SEO	AI Search / GEO
Goal	Rank in the list of links	Be cited inside the generated answer
Where you win	Authority and relevance per page	Extractability, entities and being a trusted source
Click behaviour	The click is the outcome	The answer absorbs the click; brand and referral value carry over
Measurement	Rankings, traffic, conversions	Citation presence, share of answer, referral and branded demand
Time to value	Months, well understood	Weeks to months, less charted — early movers hold the sources

[S2]Process

How the strategy gets built

Visibility baseline
Weeks 1–2
Where your brand appears across ChatGPT, Gemini, Perplexity and AI Overviews today.
A fixed prompt panel run across the major engines, scored: mentioned, cited, recommended, or absent.
Source gap analysis
Weeks 2–4
Which sources the engines cite in your category — and the gap between them and you.
The citation graph for your category’s buying questions. Usually the sources are not competitors; they are publishers and forums you have never targeted.
Entity and content plan
Weeks 4–6
What to build so engines can identify, trust and extract your brand.
Structured data, entity consistency across the web, extractable content formats and the third-party sources worth earning.
Measurement setup
Weeks 6–8
The prompt panel and citation tracking that turn a vague trend into a KPI.
A repeatable monthly measurement against the baseline, with the same rigour as any other channel report.

[S3]Deliverables

What the strategy contains

AI-visibility baseline across the four major engines
Category citation map: who gets cited for your buying questions
Entity-building plan: structured data and brand consistency
Content roadmap for extractable, citable formats
Third-party source strategy: where to earn citations
Measurement framework: prompt panel, citation tracking, reporting cadence

The strategy explicitly does not abandon classic SEO — it is the same foundation with a new extraction layer on top. Programmes that skip the foundation and chase AI visibility alone are building on someone else’s land.

← All services

[Q]Questions

AI SEO / GEO Strategy: common questions

Depends on your category, which is why the baseline comes first. For considered purchases and research-heavy categories, a measurable share of buying journeys already runs through generated answers. The strategy tells you the size of that share for your specific market before you commit budget.
No — it sits on top of it. Nearly everything that wins citations (clean technical delivery, extractable content, authority, entities) is classic SEO done well. What changes is the measurement and a new layer of source-building.
With a fixed panel of the questions buyers actually ask, run across the engines monthly: is the brand mentioned, is it cited, is it recommended, who took the slot instead. It is share of voice measured at the answer, not the keyword.