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SEO · AEO · GEO

Rank in Google. Get quoted by AI. Own the answer either way.

Search has split into three surfaces — the results page, the direct answer, and the AI assistant that never shows a results page at all. We build visibility across all three, and we measure it in pipeline rather than in vanity rankings.

Why this page exists

The numbers that changed the job.

Every figure below is sourced and dated. Search behaviour is moving fast enough that an undated statistic is worthless — so we date ours.

0%
of US Google searches now end without a click
0%
of US searches display an AI Overview
0%
of B2B buyers start research with an AI chatbot
0%
of US adults now use AI chatbots

The click is disappearing

68.01% of US Google searches ended without a click in early 2026, up from 60.45% in 2024 — the fastest acceleration in a decade.

Ranking #1 buys less

Top-ranking pages see a 58% lower click-through rate when an AI Overview is present. Pew found clicks roughly halve, from 15% of visits to 8%.

Buyers ask the AI first

51% of B2B software buyers now start research with an AI chatbot more often than Google — up from 29% a year earlier. 33% bought from a vendor they had never heard of.

A real new channel

AI platforms sent an average 770 million referral visits per month worldwide, up 117% year on year — and that traffic converts 54% better than non-AI sources in US retail.

The three disciplines

SEO, AEO and GEO — what actually differs.

They share a foundation and diverge in what they optimise for. Here is the honest comparison.

SEOAEOGEO
Full nameSearch Engine OptimizationAnswer Engine OptimizationGenerative Engine Optimization
The goalRank high on the results pageBe the source chosen for the direct answerBe retrieved, quoted and cited inside an AI-generated answer
Where it showsGoogle, Bing organic listingsFeatured snippets, People Also Ask, voice, AI OverviewsChatGPT, Gemini, Perplexity, Copilot, Claude
What winsAuthority, relevance, technical health, linksClear question–answer structure, schema, concise extractable claimsCitable evidence, entity clarity, presence across trusted third-party sources
Success metricPosition, impressions, organic sessionsSnippet and answer-box ownershipShare of voice in AI answers, citation rate, AI referral sessions
Content shapeComprehensive pages built around a topicDirect answers in the first 40–60 words, then depthStatistics, quotable definitions, named sources, original data

The disciplines are not rivals. Google states plainly that, from its perspective, optimising for generative AI search “is optimizing for the search experience, and thus still SEO” — and that a page must be indexed and eligible to appear with a snippet before it can be used in AI features. Technical SEO is the entry ticket; AEO and GEO decide what happens once you are through the door.

What we do

Eight workstreams that make up the programme.

Technical SEO foundation

Crawlability, index coverage, Core Web Vitals, rendering, canonicalisation, sitemaps and log-file analysis. Nothing downstream works if crawlers cannot reach or render your pages.

Structured data & entities

Schema.org markup for organisation, service, product, article, FAQ and review — so machines understand not just your words but what they refer to.

Search intent & topic architecture

Mapping the questions your buyers actually ask across the whole journey, then structuring the site so each one has an obvious home.

Answer-ready content

Pages written to answer the question in the first 40 to 60 words, then go deep — the structure both featured snippets and AI retrieval reward.

Generative visibility

Citable statistics, clear definitions, original data and named sources, so an AI model has something concrete to quote and attribute to you.

Authority & third-party presence

Digital PR, directory and comparison-site accuracy, and earned mentions — because models draw on what the wider web says about you, not only your own site.

AI answer monitoring

Tracking how ChatGPT, Gemini, Perplexity and AI Overviews respond to a defined prompt set for your category, and how often you appear.

Reporting & attribution

A dashboard tying rankings, AI citations, referral sessions and branded search back to pipeline — not a PDF of impressions.

The method

A programme, not a checklist of tweaks.

Most agencies still sell a keyword report and a monthly blog post. That was adequate when the results page was the whole game. It is not any more. Our programme runs on a 90-day cycle with a clear objective for each phase and a dashboard you can open whenever you like.

Evidence over assertionEvery recommendation states what it is based on and what we expect it to move.
Fix the foundation firstTechnical health and indexation before content volume. Publishing into a broken crawl is wasted money.
Write for humans, structure for machinesContent that reads well to your buyer and parses cleanly for a model — not keyword-stuffed filler.
Earn citations, do not fake themNo PBNs, no bought links, no AI-spun content at scale. Those tactics carry real downside risk and no durable upside.
Report the misses tooMonthly reporting includes what did not work and what we are changing as a result.
Engagement

How the first 90 days run.

01

Audit & baseline

Technical crawl, content and schema review, competitor and AI-answer benchmarking. You get the findings as a document you own.

02

Fix & structure

Technical remediation, structured data rollout, information architecture and internal linking corrected.

03

Publish & earn

Answer-ready content against the priority question set, plus digital PR and third-party accuracy work.

04

Measure & compound

AI share-of-voice tracking, ranking movement, referral analysis and a prioritised plan for the next cycle.

Measurement

If we cannot show you the number, we will not claim the win.

AI visibility is newer than SEO, which means the industry is full of confident claims and thin evidence. We report what is actually measurable, name the method, and say plainly when something is directional rather than precise.

AI share of voiceHow often you appear across a fixed prompt set, tracked across ChatGPT, Gemini, Perplexity and AI Overviews.
Citation rate and positionNot just whether you are mentioned, but whether you are the cited source and where in the answer.
AI referral sessionsTraffic arriving from AI platforms, segmented in analytics and tracked through to conversion.
Organic rankings and impressionsThe classic metrics still matter — they remain the eligibility requirement for AI features.
Branded search liftThe clearest signal that AI visibility is working: people searching for you by name who did not before.
Pipeline attributionSessions matched to enquiries and closed revenue, so you can judge the programme on its actual return.
Who this is for

Three situations where this pays back fastest.

B2B and SaaS companies

Where buyers research before they ever speak to sales. G2 found 69% of buyers selected a different vendor than planned based on chatbot guidance, and 33% bought from a vendor they had not previously heard of. If the AI does not know you, you are not on the list.

E-commerce and retail

Where product discovery increasingly starts in an assistant rather than a search box, and where AI-sourced traffic has been converting markedly better than other channels.

Professional and local services

Where a handful of high-intent enquiries per month decides the year, and being the answer to “who is the best X in Y” is worth more than a thousand impressions.

FAQ

Straight answers about AI-era search.

No — but the job description changed. Google's own documentation states that a page must be indexed and eligible to appear in Search with a snippet before it can be used in AI features, and that optimising for generative AI search “is optimizing for the search experience, and thus still SEO”. What has died is the assumption that a top ranking automatically delivers the click. That is what AEO and GEO exist to address.

Google explicitly says no — it does not require llms.txt, content chunking, or a special AI writing style. Be sceptical of anyone selling those as essential. What genuinely helps is accurate structured data, clear factual claims and a site that renders properly without JavaScript gymnastics.

Technical fixes and structured data can change eligibility within weeks. Movement in AI citations and rankings typically takes three to six months, with compounding returns after month six. Anyone promising you first-page results in 30 days is either misleading you or planning to do something that will hurt you later.

We run a fixed prompt set — the real questions your buyers ask — across the major assistants on a scheduled cadence, and record whether you appear, whether you are cited as a source, and where you sit relative to competitors. It is sampling, not a complete census, and we say so in every report.

No, and neither can anyone else honestly. Generative answers are probabilistic and change between model versions. What we can do is make you the most citable, best-structured, most corroborated source in your category — which is what demonstrably raises the odds.

It can be either. Folding it into a build is cheaper and better, because technical SEO, structured data and content architecture get done correctly at launch rather than retrofitted a year later. As a standalone programme it works on any site we can access.

Use AI to research and draft, then have a human with actual expertise verify, sharpen and add something the model could not know. Published at volume without that step, AI content tends to be generic, unverifiable and precisely the kind of source a model has no reason to cite.

Find out what the AI says about you today.

We will run your category through the major assistants, audit your technical and structured-data foundation, and show you exactly where you stand — before you commit to anything.