AI VISIBILITY ENGINEERING

AEO strategy agency UK — restructure your content so AI engines cite it

Your pages rank on Google. They are invisible to ChatGPT, Perplexity, and AI Overviews. Answer Engine Optimisation (AEO) is the structural fix — rewriting content so AI can extract, quote, and cite it. We run that programme for UK B2B and professional services firms.

60% of B2B buyers now start research in an AI engine, not a search engine · Pages restructured in answer-first format are 3× more likely to be cited in AI Overviews · <8% Less than 8% of UK business websites have any FAQPage or HowTo schema deployed
This is for you if

You are producing content that AI engines ignore

The Google-ranked but AI-absent business: Your firm appears on page one of Google for core category queries. Search your services in ChatGPT or Perplexity and competitors appear; your brand does not. Your content was written to satisfy search engine crawlers, not to answer questions directly. AI engines need something different.

The content marketer who knows AEO is coming: You have read about Answer Engine Optimisation and understand the direction of travel. You need a structured methodology — question mapping, page restructuring, schema implementation — not a think-piece. You need someone who has done this for UK service businesses before.

The B2B founder who found competitors in ChatGPT: You searched your own category in ChatGPT and watched competitors get recommended. Your content library is substantial. The problem is not volume; it is structure. No direct answers, no FAQ schema, no extractable claims. That is an AEO problem with a known fix.

The marketing director whose blog content never gets cited: Your team publishes consistently. The content is thorough, well-researched, editorial in tone. AI engines cannot cite it because the answer is never in the first two sentences. Restructuring — not rewriting from scratch — is what closes this gap.

What's broken

Why AI engines pass over your content

No direct answer in the opening

AI engines extract citable claims from the first one to two sentences of a section. If your page opens with context-setting, background, or narrative — standard editorial practice — the AI finds nothing to quote and moves to a competitor who leads with the answer.

No FAQ or HowTo schema

ChatGPT, Gemini, and Perplexity weight structured Q&A markup heavily when selecting content to surface. FAQPage and HowTo JSON-LD signal that a page contains direct, verified answers. Without schema, your content competes blind against pages that have it.

Targeting editorial questions instead of buyer decision queries

Most UK business blogs answer topical questions: "what is content marketing?" "how does SEO work?". AI engines that handle buyer decision queries — "which AEO agency should I hire?" "what does an AEO audit cost?" — pull from pages that were specifically written to answer those questions.

Answers buried in dense paragraphs

AI engines do not read entire pages the way humans do. They identify extractable answers within tight text windows. Long paragraphs, compound sentences, and embedded caveats all reduce citation probability. Structure — short paragraphs, answer-first, scannable — is the mechanical requirement.

What we engineer

Six AEO deliverables, one programme

AEO content audit

We score every existing page against 14 AI citability criteria: answer position, paragraph density, schema presence, question-intent alignment, and more. You receive a prioritised report identifying which pages to restructure first and why.

Question + intent mapping

We build a 100+ question inventory sourced from ChatGPT, Perplexity, and AI Overview research — not keyword tools. Every question is classified by buyer intent and mapped to the correct page or content gap. This becomes the foundation of your AEO content system.

Direct-answer page restructure

We rewrite your top 10 pages in answer-first, quotable format. The first sentence of every section delivers the direct claim. Supporting context follows. Structure is optimised for AI extraction without sacrificing readability for human visitors.

FAQ + HowTo schema implementation

Every restructured page receives FAQPage and HowTo JSON-LD. We write the schema, validate it, and deliver it ready for developer implementation — or implement it directly if you use a CMS we support.

AEO content brief template

We build you a repeatable monthly brief format for new content. Every brief includes the target question, required answer structure, schema template, and citation-probability checklist. Your team can produce AEO-ready content independently after handover.

Citation rate monitoring

We track 20 target queries across 12 AI engines every month and report citation rate, position, and competitor share. You see exactly where your brand appears, where it does not, and what is changing.

What changes

Before and after AEO strategy

Before
After
Before Context-setting paragraph; answer arrives in sentence 6 or later
After Direct factual claim in sentence 1; context follows
Before No FAQPage or HowTo markup; AI engines treat content as unstructured
After FAQPage + HowTo JSON-LD on every restructured page
Before Editorial topics chosen for organic search volume
After Buyer decision queries mapped from AI engine research
Before 80–120 word blocks with embedded caveats
After 30–50 word paragraphs, one claim per unit
Before Brand absent from AI engine answers for core category queries
After Brand cited in responses for 20+ tracked queries within 60 days
Common questions

AEO strategy questions, answered directly

What is Answer Engine Optimisation (AEO)?

Answer Engine Optimisation is the practice of restructuring content so that AI engines — ChatGPT, Gemini, Perplexity, and Claude — can extract and cite it in direct-answer responses. It covers question targeting, answer-first page structure, FAQ and HowTo schema, and citation rate monitoring.

How is AEO different from SEO?

SEO optimises content for search engine ranking signals — keywords, backlinks, and crawlability. AEO optimises content for AI citation signals — direct answers in the first sentence, structured Q&A markup, and buyer decision query targeting. The two disciplines overlap but require different structural choices.

How long does it take to see results?

Pages restructured in answer-first format and marked up with FAQPage schema typically begin appearing in AI engine responses within 30 to 60 days of implementation. Citation rate across 20 tracked queries is measurable within 90 days.

Do we need to rebuild our website?

No. AEO strategy works on your existing pages. The restructure involves rewriting section openings and shortening paragraphs — not rebuilding site architecture. Schema is added via JSON-LD in the page head and requires no structural site changes.

Which AI engines does the programme target?

The programme targets ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews, Bing Copilot, and six additional AI-powered answer surfaces. Citation tracking covers 12 engines in total.

What does AEO strategy cost?

⚠️ OWNER TO FILL — prices in GBP. Suggested framing: "The AEO strategy programme starts at £[X] for the audit and restructure phase. Ongoing monthly tracking is available from £[X] per month."

Can our internal team maintain AEO content after the programme?

Yes. The AEO content brief template we deliver is designed for internal teams. It includes the question, required answer structure, schema template, and citability checklist. Most teams can produce AEO-ready content independently after one handover session.

Is AEO relevant for professional services firms specifically?

AEO is particularly high-impact for UK professional services — law, accountancy, consulting, financial services — because buyers in these categories research providers in AI engines before making contact. A firm that appears in those AI responses before competitors gains a material first-mover advantage.

Start here

Start with a five-day AEO audit

Your content is not being cited by AI engines because of a structural problem, not a quality problem. We identify exactly which pages need restructuring, rewrite the top ten, implement schema, and track citation rate every month. The audit takes five days. No retainer is required to begin.

5-day turnaround · No retainer required