Generative Engine Optimisation: Getting Cited by ChatGPT and AI Search

A growing share of buying research now starts with a question typed into an assistant rather than a query typed into Google. The assistant answers in a paragraph. Sometimes it names three companies. If you aren't one of them, you were never in the consideration set — and you'll never see it in your analytics, because there was no click to miss.

That's the gap generative engine optimisation is trying to close.

What GEO is, minus the hype

GEO is the practice of increasing the likelihood that a language model mentions, recommends or cites your brand when someone asks a relevant question.

It is not a separate discipline bolted onto SEO. Most of what makes a page rank well also makes it quotable. But the emphasis shifts in three ways that matter.

Retrieval beats ranking. Classic SEO competes for position one. An assistant pulling from search doesn't care much about position one versus position six — it cares whether your page contains a clear, extractable answer to the sub-question it's working on.

Entities beat keywords. Models reason about things, not strings. Being consistently described as "an SEO consultant in Islamabad who works on technical SEO and GEO" across your site, your LinkedIn, directories and any press builds an entity the model can hold. Scattered, inconsistent descriptions don't.

Being mentioned elsewhere beats being linked. Links still matter for classic search. For AI answers, unlinked brand mentions in relevant contexts carry real weight, because the model absorbed the text, not the anchor.

What actually influences whether you get cited

Here is what I focus on, roughly in order of impact.

1. Answer the question in the first two sentences

Models extract. A section that opens with three sentences of throat-clearing before the answer is harder to lift cleanly than one that states the answer and then explains it.

Write the conclusion first. This is the opposite of how most agency blog content is written, which is one reason most agency blog content never gets cited.

2. Structure that survives being chopped up

Assistants rarely ingest your page as a whole. They take a chunk. So each section needs to make sense alone: a descriptive heading that matches a real question, a self-contained answer beneath it, and no pronouns pointing back at something three sections up.

Tables, short definition paragraphs and explicit lists all chunk well. Long narrative flow does not.

3. Specificity and numbers

Vague claims get skipped. Concrete ones get quoted. "SEO takes time" is unciteable. "Competitive legal search typically takes nine to twelve months to show meaningful movement, not the ninety days often promised" is a sentence a model can actually use.

This is why honest, specific content outperforms cautious, hedged content in AI answers. Hedging removes the exact thing that makes text worth quoting.

4. Consistent entity description everywhere

Pick one clear description of who you are and what you do. Use it on your homepage, your about page, your schema markup, your LinkedIn, your directory listings. Contradictory descriptions across sources make you a weaker, blurrier entity.

Structured data helps here — Person, Organization and ProfessionalService markup with a stable @id gives machines an unambiguous anchor.

5. Show up in the sources assistants trust

Models lean heavily on sources they consider reliable for a topic: established industry publications, well-maintained community discussions, documentation. One genuine mention in a source the model already trusts can outweigh a dozen posts on your own site.

This is slow, unglamorous work. It's also the part with the longest shelf life.

How to measure it

You can't yet get a clean dashboard for this, and anyone selling you one is overpromising. What you can do:

• Build a list of 20–40 real questions a buyer would ask, and check them monthly across the major assistants. Record whether you're mentioned, how, and who is mentioned instead.
• Watch for referral traffic from AI surfaces in GA4. It's small but growing, and its conversion rate is often unusually high.
• Track branded search volume. Assistants frequently mention a brand without linking; people then search the name.

That third one is the most underrated signal. A rise in branded search with no campaign behind it often means you're being recommended somewhere you can't see.

The honest caveat

This field is roughly two years old. The mechanisms change, the assistants change their retrieval behaviour without notice, and anyone claiming a reliable playbook is ahead of the evidence.

What I'm confident about is the direction: clear, specific, well-structured, consistently-described content wins in both classic and generative search. That was already good practice. GEO just raised the penalty for being vague.

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If you want to know whether your brand currently shows up in AI answers for your category, that's part of the free audit. I'll run the questions and send you the actual answers, including the ones where a competitor is named instead of you.