Pedagogy
What is Generative Engine Optimization?
The definition
Today, early adopters benefit of faster results. First citation signals typically appear within four to six weeks.
GEO in six bullets
Each one a standalone, citable statement.
GEO is not SEO, and not AEO either.
SEO wins positions on Google. AEO wins the single answer in answer engines. GEO wins recommendations inside generative AI answers across ChatGPT, Perplexity, Gemini, Copilot, Claude, Grok and DeepSeek.
LLMs cite one or two brands per answer.
Being on page one is no longer enough, being named is the new goal.
AI search is the future.
Within a few years, the default starting point for any decision, B2B or B2C, will be a generative AI assistant, not a search engine.
Results compound fast.
First citation signals typically appear within four to six weeks.
Five levers drive citations.
Clear entities, structured content, source authority, presence in AI retrieval sources, and semantic architecture.
GEO protects the funnel.
Every AI recommendation is a qualified lead competitors will never see.
GEO vs SEO
Same craft, different discipline.
| Criterion | SEO | GEO |
|---|---|---|
| Objective | Rank on Google | Be recommended by AI |
| Channel | Google, Bing | ChatGPT, Perplexity, Gemini, Claude, Copilot |
| Key metric | Position, clicks | Citation frequency, share-of-voice, sentiment |
| Result | Traffic to the site | Influence before the site visit |
| Timeline | 6–12 months | First signals in 4–6 weeks |
| Content unit | The page | The chunk inside the page |
| Buyer touchpoint | After the search | Before the shortlist |
How AI decides what to recommend
Five levers, in priority order.
Entity clarity
LLMs work with entities, not strings. The model needs to know that the brand is a thing, a company with a category, a positioning, a set of products, a geography. Inconsistency is the single biggest reason brands are ignored or misdescribed.
Structured content
AI retrieves chunks, not pages. Content has to be structured so a paragraph can be lifted and quoted on its own, clear headings, self-contained paragraphs, FAQ blocks, comparison tables.
Source authority
LLMs weight sources, just as Google's E-E-A-T does for traditional search. Trade press, niche industry publications, regulatory databases and expert-led platforms often carry more LLM weight than the generic high-DR sites that dominate classic SEO link-building.
Presence in AI retrieval sources
Several LLMs retrieve at query time from a defined set of sources, Wikipedia, Reddit, expert publications, structured databases. If the brand is absent there, it is structurally invisible.
Semantic architecture
How the brand's content connects to the wider semantic graph: synonyms, adjacent topics, related entities, internal linking. A well-architected site teaches the LLM the brand's vocabulary.
Why now
The window is narrow, and it is closing.
2.5B+
Prompts/day on ChatGPT alone. AI is already a primary channel.
1 in 6
Searches now happen inside AI. Buyer attention is migrating in real time.
8 platforms
Every prospect cross-checks across multiple AIs before talking to sales.
FAQ
The questions buyers actually ask.
What makes your approach different?+
Two years exclusively on GEO strategies, 20,000+ AI responses analysed, a senior team across data, SEO and digital marketing. We don't repackage SEO playbooks, we work from how LLMs actually retrieve and cite.
What is in the monthly GEO report?+
Citation tracking across 8 platforms, share-of-voice vs named competitors MoM, sentiment with flagged shifts, prompt performance dashboard, rolling 30-day roadmap, what-changed / what-we-did / what's-next narrative.
What if I need something outside your core services?+
We bring in vetted external specialists from a long-standing partner network. The client still deals with one team, one roadmap, one point of contact: us.
How does AI decide what to recommend?+
Five levers: entity clarity, structured content, source authority, presence in retrieval sources, and semantic architecture. Each one of them is a workstream inside a Set Up engagement.
What happens after I book the call?+
We review your AI baseline before the call. On the call, we walk through what we found, outline what a tailored GEO strategy would look like, and answer your questions. No template pitch.
See how visible your brand is today.
Book a free GEO Audit call. We'll review your AI baseline before we talk.