AI SEO · AEO · GEO · Practised on This Site · UK / USA / Canada / EU

AI answers cite sources. Citability is an engineering problem.

A growing share of buyers now start research in ChatGPT, Perplexity and AI Overviews, and the engines cite pages that are machine-legible, answer-shaped, entity-consistent and corroborated. No mystique, no secret prompts: structured truth, engineered deliberately, on the same pages that rank in Google. This site runs the playbook it sells, and wins clients from AI answers.

51%
B2B buyers starting research in AI chat (industry studies)
Cited
Clients have found us via ChatGPT
One craft
SEO and AEO built in the same hours
Book a call →See pricing
4.9
Avg. rating · 180+ reviews
32
Cities covered · UK · US · CA
£500
Risk-free audit · credited on retainer
24h
Response time · senior-led
7+
Years specialist SEO · since 2019
Technical SEO · Local SEO · Manual Backlinks · Digital PR · Web Design · AI Agents · Social Media
Serving AI Visibility · bilingual EN/AR for Gulf · month-to-month

Written and reviewed by Syed, independent senior SEO consultant, London.

Practising SEO since 2019 · clients invoiced across the UK, USA, Canada, the Gulf and Europe · this guide last reviewed August 2026.

AI SEO: the load-bearing facts

The goal
Be the source AI answers cite for your money questions
The mechanism
Retrieval + answer-quality + machine-legibility + corroboration
Not separate
One discipline with classic SEO; split billing is a scam
First fixes
Crawler access, entity consistency, answer-first structure
Measurement
AI referrers, prompt sampling, citation checks, honestly limited
Proof
This site: llms.txt, full bot access, AI-sourced clients
08 · Let’s talk

The engines quote whoever is easiest to quote accurately.

A short introduction, your site URL, and what you’re trying to achieve. If it’s a fit, we’ll book a 30-minute call.

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Every platform shift breeds a hustle, and “AI SEO” has its share: secret-sauce vendors, invented metrics, retainers that rebrand old work. Underneath the noise sits a real, learnable discipline: AI engines retrieve like search engines and cite like careful editors, and both behaviours can be engineered for. Here is the actual mechanism, and the work.

Chapter 01 · Mechanism

How answers pick their sources

Generative engines answer in two moves: retrieve candidate sources (heavily search-index-shaped: ranking still matters), then compose with citations, favouring passages that answer the question directly and stand alone, sources whose facts corroborate across the web, clear authorship and recency, and unambiguous structure. Optimisation follows the mechanism: win retrieval with classic SEO, win citation with answer engineering.

The empirical grounding

Published research (Princeton's GEO study most cited) and consistent practitioner testing agree on the levers: quotable statistics and direct answers lift citation likelihood; keyword stuffing measurably hurts it; structure and sourcing beat persuasion tricks.

Chapter 02 · The build

Citability, engineered page by page

The work per money page: an answer-first block (the 40-80 word direct response an engine can lift whole), FAQ schema mirroring real question phrasing, structured data deep enough to remove ambiguity (who, what, where, price, author, date), honest dates that change only when content does, and passages written to survive quotation out of context. Site-wide: full AI-crawler access verified at CDN level, llms.txt as a machine-readable site guide, and entity hygiene, your name, claims and numbers agreeing everywhere they appear, because engines cross-check.

Chapter 03 · Corroboration

Engines trust what the web agrees on

AI answers lean hard on third-party context: review platforms, directories, press mentions, comparison content. A business whose external footprint is thin or contradictory gets passed over for one the engines can verify. The workstream: profiles claimed and consistent, review velocity genuine, mentions earned in the publications AI systems demonstrably read, and contradictions (old addresses, dead brands, conflicting claims) cleaned. It is E-E-A-T with a machine audience.

Chapter 04 · Honest measurement

What we can and cannot tell you

Can: AI-referred traffic by referrer, branded-search lift alongside AI campaigns, systematic prompt-sampling (your money questions asked across engines, on schedule, citations logged), and qualitative citation quality. Cannot: a universal “AI ranking”, deterministic placement, or volume forecasts, the engines are probabilistic and private. We report what is real and label what is sampled; vendors offering more precision are manufacturing it. Related: the technical layer and the full AEO/GEO guide.

A note from Syed

AI SEO · AEO/GEO · citability engineering

Syed · London
What are AI SEO, AEO and GEO, plainly?

Three labels for one goal: being the source AI answers cite. AI Overviews sit atop Google results; ChatGPT, Perplexity, Claude and Copilot answer directly with citations; and a large share of buyers now start research in these surfaces. The optimisation is real but unmystical: machine-readable truth (structured data, consistent entities), answer-shaped content AI can quote cleanly, crawlability for AI bots, and third-party corroboration. Anyone selling secret LLM tricks is selling smoke.

How do AI engines choose what to cite?

Observably: retrieval still leans on search-style indexing (rank well, get retrieved), then citation favours passages that answer directly and self-contained, pages whose facts agree with the wider web (entity consistency), sources with clear authorship and dates, and structured data that removes ambiguity. The Princeton GEO research and every practitioner study since point the same direction: citability is answer-quality plus machine-legibility plus corroboration.

Is AI SEO separate from normal SEO?

No, and treating it separately wastes money: the same page must rank in Google and be citable by AI, and the workstreams overlap almost entirely. What changes is emphasis: answer-up-front structure, quotable 40-80 word passages, aggressive schema depth, llms.txt and AI-crawler access, entity hygiene across the web. We build it as one discipline inside one retainer, because that is what it is.

Do you practise this yourselves?

This site is the demonstration: full AI-crawler access in robots.txt (GPTBot, ClaudeBot, PerplexityBot and peers), llms.txt published, answer-blocks and FAQ schema on money pages, entity-consistent structured data throughout, and clients who found us through ChatGPT recommendations, including internationally. The playbook we sell is the one this page you are reading runs.

Can you measure AI visibility?

Imperfectly but usefully, and honesty about the limits is part of the service: AI-referred sessions (chatgpt.com, perplexity.ai referrers and copilot parameters), branded-query lift, systematic prompt-sampling across engines for your money questions, and citation spot-checks. No one can give you an "AI rank number"; anyone quoting one invented it.

What should businesses do first for AI visibility?

The audit order: unblock AI crawlers (many sites block them accidentally via CDN rules), fix entity consistency (name, claims and facts agreeing across your site, profiles and citations), restructure money pages answer-first with FAQ schema, deepen structured data, and build the third-party corroboration (reviews, mentions, listings) AI engines lean on. Most businesses get their first citations from fixing access and structure alone.

What do AI SEO services cost?

Citability audits (access, entities, structure, corroboration, with prompt-sampled baseline) from £750 one-off. Integrated retainers, classic SEO plus AI-visibility engineering as one workstream, from £950/month. We do not sell standalone "AI SEO retainers" because splitting the discipline bills the same hour twice; the audit is standalone because the baseline is genuinely separable work.

Summary: AI SEO is citability engineering: win retrieval with real SEO, win citation with answer-first structure, schema depth, honest dates, entity consistency and third-party corroboration, measured with honest limits, and delivered inside one integrated discipline rather than a rebranded second retainer. This site is the working demo. Related: integrated packages, technical SEO. Citability audit from £750.

AI SEO

Become the source the answers cite.

Send your site and your three money questions. You'll get a prompt-sampled baseline and a citability read, from Syed, within one working day.

Two fields to start. A senior consultant reads every brief, usually replying within one working day.

We reply personally, usually within a working day. No newsletters, no auto-responders, no third-party data sharing. Or email hello@seo-consultant.co directly.

08 · Let’s talk

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