AI Search Optimisation: GEO, AEO & LLM Visibility · Module 1

Lesson 6 of 10

Google is increasingly blending traditional search with generative AI. For marketers, the important point is not simply the appearance of a new feature — it is that research, comparison and discovery can now happen in a more synthesised search experience.

Google's Hybrid Search Model

Traditional results and generative answers can coexist.

Google's AI-assisted search experiences do not simply replace every conventional search result. Instead, generative responses can sit alongside or within a broader ecosystem of organic results, products, local listings, images, videos and other search features.

This means businesses should think about AI visibility as an extension of search optimisation rather than a reason to abandon conventional SEO.

Two Experiences

AI Overviews and conversational search change the interface in different ways.

AI summaries within search

For some searches, Google can provide an AI-generated overview that synthesises information and may surface supporting sources alongside the response.

More conversational AI search

AI-led search experiences can support longer, more complex questions and allow users to explore a topic through follow-up queries rather than repeatedly reformulating short keyword searches.

What This Means for Content

Winning a conventional ranking is not the only route to visibility.

Clear answers

Make important explanations understandable without forcing the reader to decode vague marketing language.

Strong topical coverage

Demonstrate genuine depth around subjects that matter to your audience and business.

Evidence

Support useful claims with data, examples, experience and reliable sourcing.

Entities

Make it clear who your organisation is, what it does and what topics it has expertise in.

Technical accessibility

Ensure important content can be crawled, understood and discovered efficiently.

Authority

Build recognition beyond your own website through mentions, citations, reviews and credible third-party coverage.

A Sensible Optimisation Order

Do not create a separate “AI SEO” site strategy disconnected from everything else.

Foundation

Make the site crawlable, indexable and technically sound.

Relevance

Create genuinely useful coverage of customer questions and commercial topics.

Authority

Strengthen expertise, brand signals and external validation.

Measurement

Track both conventional organic outcomes and emerging AI-assisted discovery signals.

Avoid the Hype Trap

Optimising for AI search is not about gaming a single interface.

Focus on

Helpful, differentiated content
Clear authorship and expertise
Strong technical SEO
Consistent brand entities
Original examples and data
Third-party authority

Avoid relying on

Keyword stuffing with “AI” terminology
Mass-produced shallow pages
Unverifiable claims
Hidden prompts or gimmicks
One-platform optimisation tricks
Assuming citations can be guaranteed

Practical Challenge

Choose one page worth becoming a source.

Pick an important page on your website. Ask what question it genuinely answers better than competing pages. Then identify one improvement you could make to its clarity, evidence, structure and authority.

Key Takeaway

Google's AI search evolution strengthens the case for excellent SEO foundations.

The interface may change, but useful information, technical accessibility, authority, clear entities and trustworthy content remain strategically valuable.

Next: Lesson 7 — Perplexity and Citation-Led Search