The short version
Generative engine optimisation is the work of making your business easy for an AI assistant to find, understand and quote when it answers a buyer's question. Nobody can guarantee a place in those answers, and the mechanics are far less visible than classic search, but you can make yourself the most quotable source on your topic, and that is most of the job.
This article covers what genuinely influences citation, what is being oversold, and how much budget generative engine optimisation deserves next to ordinary SEO. The answer to that last question is duller than the pitch decks suggest.
What changed between a search and an answer
A search engine returns a list and you choose. A generative engine returns a paragraph and most people believe it. That one difference rewrites the top of your funnel.
Three things follow:
- Buyers build a shortlist before they visit any website. By the time someone reaches your pricing page, an assistant may already have named the credible options.
- The click you used to earn for informational questions is disappearing. Queries like "what does an ecommerce migration cost" get answered in the chat window.
- Your reputation is being summarised by a machine reading whatever it finds about you, including pages you have never looked at.
Organic traffic has not collapsed. Commercial searches still send people to websites, because buyers want to check prices and see who they would be dealing with. What changed is the stage at which you need to be visible.
What actually influences whether you get cited
Nobody outside the model providers has the rules. What follows is what stays consistent across the systems we test.
Content a machine can read
Assistant crawlers read HTML. Text that appears only after client side JavaScript runs, sits behind a form or is baked into an image may never be seen. Server rendered pages and plain text are the baseline, which is why we render marketing sites on the server by default in our web development work. You also have to decide which of these crawlers your robots file allows, because blocking them protects your content from reuse and removes you from the answers in the same move.
A clear statement of who you are
Models work with entities: a named organisation, its services, its locations, its people. Give them one page that says what you do, who you do it for and where you are based, in sentences a stranger could quote without editing. Vague positioning that survives a brand workshop dies here, because there is nothing specific to repeat.
Structured data that repeats the facts in machine form
Organisation, LocalBusiness, Product, Article and FAQ schema restate your visible content in a form that removes ambiguity. It is cheap to add and it must match what a human sees. Marked up claims that contradict the visible text are worse than no markup at all.
Mentions and reviews you do not control
This is the part most teams skip. Independent corroboration carries weight: review platforms, directories, roundups, podcasts, forum threads, comparison posts by other people. A claim repeated across sources you do not own reads as fact, and one that appears only on your own website reads as marketing. That work sits closer to public relations than search, and overlaps with a good digital marketing programme.
The same facts in every place
Service names, pricing, founding year, locations and contact details should match everywhere they appear. Contradictions get resolved as uncertainty, and uncertain brands do not get quoted.
Answers that stand on their own
Put the answer in the first two sentences under a heading phrased the way someone would ask it. Keep paragraphs short, use tables for comparisons, name your figures and date your claims. A passage that still makes sense when lifted out of the page can be cited.
Generative engine optimisation vs traditional SEO
| Factor | Traditional SEO | Generative engine optimisation |
|---|---|---|
| What you compete for | A position in a list | A sentence inside an answer |
| Main levers | Content, links, technical health | The same, plus entity clarity and third party corroboration |
| Feedback loop | Rank tracking, clicks, impressions | Prompt testing and mention tracking, partial at best |
| Attribution | Reasonably clean in analytics | Poor, most citations arrive as direct or branded traffic |
| Time to first movement | 3 to 6 months | 2 to 4 months for mentions, then unpredictable |
| Volatility | Moderate, algorithm updates | High, answers change by prompt and model version |
| Revenue impact today | Larger for most businesses | Real and growing, still smaller for most |
The second row is the important one. Most of what makes you citable is work you should already be doing: readable pages, clear positioning, real content, credible mentions. This is less a new discipline than an old one with a stricter marking scheme.
The limits worth being honest about
You cannot buy placement. There is no auction, no submission form and no partner programme, so anyone selling guaranteed AI citations is selling an outcome they do not control.
Measurement is weak, too. Two people asking the same question in the same hour can get different sources. The best available approach is to track branded search volume and direct traffic, add a "how did you hear about us" field to your forms, and run a fixed set of twenty prompts monthly. That is monitoring, not attribution. Model updates also change which sources get favoured without announcement, so build the plan on being genuinely well known and treat citations as a symptom of it.
How much budget this deserves
For most businesses, classic search still produces more revenue than AI answers do, by a wide margin. Someone typing a commercial query into Google is still the most valuable visitor you will get this quarter.
So we treat generative engine optimisation as roughly a tenth to a fifth of search effort, and most of that overlaps with the rest. In our SEO retainers, which start at $1,000 per month, GEO is not a separate invoice line. It is schema, entity pages, question led content, digital public relations and fact consistency, all of which pay for themselves in ordinary rankings even if no assistant ever quotes you.
The exception is a market where buyers research heavily before contacting anyone. On the University Suggest platform, the value sits in structured, comparable programme data across thousands of long tail searches, which is exactly what an assistant needs to answer a specific question.
What to do first, in order
- Check that your key pages render their content in the HTML source, not only after scripts run.
- Write one page stating plainly who you are, what you sell and who you serve.
- Add Organisation and service schema that matches the visible page.
- Fix every inconsistent fact across your website, directories and profiles.
- Publish four question led pages covering what buyers ask before they enquire, answer first.
- Earn three mentions on sites you do not own, then start a monthly prompt test, worth automating as a scheduled job inside an AI automation project.
Frequently asked questions
How do I get my business to show up in ChatGPT?
Make your website readable to crawlers, state your facts clearly on the page and in structured data, and earn mentions on sites you do not own. Assistants tend to name businesses that independent sources already describe consistently. There is no submission process and no paid placement, so the work is reputation building.
Is generative engine optimisation the same as AEO answer engine optimisation?
They describe overlapping work with different emphasis. Answer engine optimisation grew out of featured snippets and voice results, and focuses on giving one clean answer to a question. GEO is broader, covering how a model understands your brand as an entity. In practice you do both with the same content.
Should I block AI crawlers from my website?
Only if your content is the product and reuse would cost you sales, for example a paid research library. For most service businesses, blocking assistant crawlers removes you from answers your competitors will appear in. Decide deliberately rather than inheriting a plugin's default.
Does GEO replace SEO?
No, and treating it as a replacement will cost you revenue. Classic search still drives more qualified traffic and more sales for most businesses today, and the technical foundations are shared. Treat AI visibility as an additional outcome of good search work.
How long does generative engine optimisation take to show results?
Expect two to four months before your brand appears more often in tested prompts, assuming you fix crawlability and consistency early. Results are lumpy rather than linear, because one strong third party mention can move things faster than a quarter of publishing. Anyone quoting a firm timeline is inventing it.
Want to know how you currently appear in AI answers? We will run a fixed set of prompts on your category, check your crawlability and schema, and send you a written summary of what is missing. Ask for a free AI visibility audit and tell us the three questions your buyers ask most.
Next step
Want this working in your business?
A 30-minute call is enough for us to tell you what would move the needle first, what it costs and how long it takes.
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