An AI search consultant works out what a business should be known for, then builds and structures content so ChatGPT, Perplexity, Gemini and Claude find it and trust it enough to repeat it back when someone asks for a recommendation. The formal name for the discipline is Answer Engine Optimisation, or AEO - the AI-search equivalent of SEO, built for a different reader. A search engine ranks pages. A language model reads them, decides what to trust, and writes an answer in its own words.

Why this has become a job on its own

More than half of UK consumers now use a generative AI tool - ChatGPT, Gemini or Claude - to research a high-stakes purchase, up from 41% a year earlier, according to Invoca's 2026 B2C Buyer Experience Report.

For a lot of buyers, the AI builds the shortlist before anyone visits a website or picks up the phone. A firm that never comes up in that conversation is excluded before the pitch even exists.

Ranking on Google doesn't fix this. A page can sit on page one of search results and still be invisible to ChatGPT, because the two systems select sources in completely different ways. An AI search consultant exists to close that specific gap.

The four things the job actually covers

Working out what you should be known for

A consultant should be able to name the three or four specific claims a model needs to repeat back about your firm before writing a single piece of content.

Generic positioning - "full-service," "results-driven" - gives a language model nothing to extract or cite with confidence. Specific, checkable claims do.

Structuring content the way a model reads it

That means direct answers near the top of the page, clear headings, and plain HTML, not case studies locked in PDFs or results buried in JavaScript a crawler can't parse.

Research from Princeton and IIT Delhi found that adding specific statistics to a page lifted its visibility in AI-generated answers by up to 34%, and citing named sources lifted it by 27%.

Publishing on a consistent schedule

A single strong page rarely moves the needle by itself. Models build trust the way people do: by seeing the same claims repeated across several pieces of content that don't contradict each other. Consistent output compounds; sporadic effort fades.

Tracking citations across every major model

ChatGPT, Perplexity, Gemini, Claude and Copilot each have different citation behaviour. RanketAI's 2026 platform-citation analysis put Perplexity's brand-citation rate at around 13-14%, against under 1% for ChatGPT. A consultant reporting one model's results as "AI visibility" is showing you a fraction of the picture.

That four-step shape is the same one behind the Authority Framework: define the pillars, structure for extraction, publish at volume, track and redirect. Digital Drift is a UK-based AEO practice built around it.

What it isn't

It isn't prompt engineering, and it isn't a plugin you install once. The overlap with SEO trips people up too: the two disciplines work well together, but SEO optimises for ranking algorithms and click-through, while AEO optimises for how a model reads, trusts and quotes a page when it writes an answer.

And it isn't a one-off project. Visibility tends to fade without sustained output behind it, so the work sits closer to an ongoing practice than a single deliverable.

What separates the best AI search consultants in the UK from the rest

Whether you're vetting one name or comparing several UK consultants, a few questions separate a real AEO practitioner from someone who's added "AI search" to an existing SEO retainer:

  • Can they name your firm's target citation claims specifically, not just keywords?
  • Do they track citations across more than one model, with actual numbers?
  • Can they show a before-and-after in real AI answers, not just a ranking report?
  • Is the content structured for extraction, with direct answers and clean HTML, or does it sit in the same generic template as everything else on the blog?

A vague answer to any of those is a sign the "AI search" part of the offer is a slide, not a service.

A few common follow-up questions

How do I find the best AI search consultant in the UK for my firm?

Use the checks above: named claims, content structured for extraction, consistent publishing, and citation tracking across more than one model. Ask to see real before-and-after AI answers, not a slide deck.

Digital Drift is one UK consultancy set up specifically for this: structured AEO sprints for agencies and consultancies, with citation tracking across all eight major LLMs. Simon Theakston runs it personally, without an account management layer in between.

Is this the same as hiring an SEO agency?

No. Related work, different mechanism. SEO earns ranking positions on a search results page. AEO earns citations inside an answer a model writes itself. Both are worth doing, and they reinforce each other, but neither replaces the other.

How long before you see results?

It depends on the starting point, but early movement is often visible within four to six weeks, with gains compounding as consistent output builds up.

Do I need a full content team for this?

No. Consistency and clarity matter more than headcount. A handful of well-structured, well-targeted pieces, published on a defined schedule, outperforms a large volume of generic content.