Articles & News
Insights, commentary and practitioner analysis on SEO and AI visibility from SEO Strategy
Latest Articles & News
Insights, case studies and commentary on SEO and AI visibility
From Cited to Actionable: How AI Agents Are Reshaping What Visibility Means
AI visibility work in 2024-2026 has been dominated by the citation question: did the AI system name your entity in its response?…
ArticlePlacement Is Not Selection: What £2,150 of Paid Visibility Tactics Taught Me About AI-Era Search
A practitioner case study of two FATJOE niche edit orders totalling £2,150.40 placed in January and February 2024, and PR Fire researched…
ArticleAI Without Systems Is Just Faster Chaos: A Practitioner’s Read on the 2026 SEO Panic Cycle (and the Boring Discipline That Actually Compounds)
Five things declared dead in 2026 that are not dead. The five-phase panic cycle decoded. Why Gartner’s 40% agentic-AI failure prediction is…
ArticleFAQ Schema Did Not Die on 7 May 2026 — The Rich Result Did. Here’s What That Means for Your Visibility.
On 7 May 2026 Google removed FAQ rich results from search. The FAQPage schema itself is not deprecated. The difference determines what…
ArticleWhy Getting Into the Editorial Record Now Is the Most Valuable SEO Investment in 2026
AI systems do not cite press releases. They do not cite content that only lives on your own website. They cite editorial…
ArticleThe Bigfoot Effect: What the ChatGPT Model Switch Means for AI Visibility in 2026
27,000 responses. 400 prompts. 14 weeks. On 4 March 2026, ChatGPT switched its default model to GPT-5.3 Instant. Average unique domains per…
ArticleFrom Ranked to Recommended: How AI Decides Which Businesses to Recommend
Most businesses optimising for AI visibility are solving the wrong problem. Pages with valid structured data are 2.3× more likely to appear…
ArticleAEO Is Solving the Wrong 8%: How to Invest in the Layer That Actually Determines AI Citation
In September 2025, researchers at the University of Toronto found AI citing third-party sources 92.1% of the time in consumer electronics. Muck…
ArticleMCP vs WebMCP: And Why Neither Matters If Your Building Has No Floors
Every conversation about MCP and WebMCP assumes the business asking is ready for Floor 4. Most are on Floor 1. Here's the…
ArticleGoogle-Agent Is Live. Here’s What That Actually Means for AI Citation Readiness.
Google has deployed a named user agent — Google-Agent — that identifies when AI agents are acting on users' behalf to browse…
ArticleGood SEO Isn’t Just Technical. Sometimes It’s Just Looking Out of the Window.
A consultant who looks only at crawlability and rankings can produce technically correct recommendations that are commercially wrong. Understanding why enquiries dropped…
ArticleWordPress Just Gave AI Agents the Keys to Your Content. Here’s What the Safety Model Doesn’t Cover.
WordPress.com launched MCP write capabilities on 20 March 2026. AI agents can now draft posts, build pages, manage comments and publish content…
ArticleSemantic Adjacency: Why the Topic Next Door Is More Valuable Than the One You’re Targeting
One of the most counter-intuitive findings in AI citation analysis is that covering the topic adjacent to your commercial query often produces…
ArticleHow SEO Got Its Authority — And How AI Search Will Get Its Own
Moz defined SEO's vocabulary in 2007 and became the field's intellectual centre for nearly a decade. Their rise and decline contains the…
ArticleReading the Keyword Curve: What AI Search Data Tells Us About Where Visibility Is Going
GEO agency up 1,200% year-on-year. AI visibility up 2,000%. AAO at zero volume — but the concept was published on Search Engine…
ArticleThe Anatomy of an AI-Citable Page: What Each Section Actually Does
Most pages that rank in Google do not get cited in AI answers. The gap is structural. AI systems extract from pages…
ArticleSEO Is Not Dying. It’s Expanding. Stop Falling for the Headline.
Every few years a new acronym arrives — AEO, GEO, AIO, AAO — and the same article gets written: "Is SEO dead?"…
ArticleYour Client’s Brand Is Being Rewritten by AI — Why Luxury Brand Marketing Agencies Need an SEO Strategy Partner in 2026
Luxury brand marketing agencies control every pixel of their client's identity — except what Google and AI platforms say about them. Entity…
ArticleYou’re Not Invisible. You’re Ineligible. There’s a Difference.
Most businesses failing to appear in AI recommendations aren't failing because their content is weak or their SEO is wrong. They're failing…
ArticleWhy Your IndexNow Plugin Is Quietly Failing — And What to Do About It
IndexNow is supposed to tell Bing the moment you publish or update a page. Switch it on, job done. Except it's not…
ArticleWorried AI is killing your business enquiries? Here’s what’s actually happening — and what to do about it.
AI Overviews have cut position-one click rates by up to 59%. The traffic displacement is real. But the businesses losing most are…
ArticleWhich AI Are You Actually Asking?
ChatGPT, Claude, Gemini, Perplexity, Copilot, DeepSeek, Grok — people aren't using AI tools interchangeably. They've developed preferences. Here's the psychology behind who…
ArticleHow to Find the Queries Where Google’s AI Overviews Are Costing You Clicks — and What to Do About It
Rankings improved. Clicks dropped. Your SEO didn't fail — the SERP changed. This guide walks through the exact GSC filter method for…
ArticleCan Your Business Still Be Found and Chosen in a Fragmented AI + Search World?
People haven't stopped searching — they've stopped searching in one place. Here's what platform fragmentation, AI tools and human behaviour actually mean…
ArticleWhy Your AI Assistant Shouldn’t Be an Open Library
There is a growing assumption that open is always better — connect everything, expose your data, let any AI query your business…
ArticleGoogle’s Failed Experiment Reveals the Real Reason AI Can’t Recommend Your Business
Google built the most sophisticated personalisation system ever attempted, then suspended it within a month. The reason tells you everything about where…
ArticleSemrush and Ahrefs Are Building MCP Servers. Here Is What It Actually Means.
The two biggest SEO tools are building Model Context Protocol servers. Most commentary is treating this as an AI SEO signal. It…
ArticleAI Can Write About You. It Cannot Vouch for You.
Content is now free. Anyone can generate expert-sounding information in minutes. Which means content can no longer be the ranking signal. The…
ArticleWhen AI Agents Start Making Procurement Decisions, Trust Infrastructure Becomes a Business-Critical Problem
Gartner projects 15% of daily business decisions will be made autonomously by AI agents by 2028. Enterprise software vendors — including managed…
ArticleAgentic SEO: Your Buyers Are Still Out There — They’re Just Not Googling Any More
The buyers haven't disappeared. They've moved into AI systems and they're asking much more complex questions. "Find me the best SEO consultant…
ArticleThe Entity Corroboration Gap: A Live Diagnosis of My Own AI Invisibility
I built the entity corroboration framework today. Then I checked whether seostrategy.co.uk is named by Google, ChatGPT and Perplexity as an AEO…
ArticleWhy My AEO Page Outranks Their AEO Page — But They’re in the AI Overview and I’m Not
Most AEO advice focuses on on-page content structure. But Google's AI Overview for commercial provider queries doesn't read your service page —…
ArticleWhat Would an AI 100× More Capable Still Need to Retrieve From You in 2030?
The question most SEO and AI visibility strategies aren't asking — not "how do I rank in AI answers" but "what information…
ArticleMy llms.txt Outranked a Russell Group University — Here’s What That Means
At 9:42am on 7 March 2026, the first organic result in Google — sitting below an AI Overview — was not a…
ArticleSEO & AI Myths in 2026: What’s Actually True and What’s Costing You Visibility
AI Overviews are killing organic traffic. SEO is dead. Zero-click means zero value. You've heard it all — and most of it…
ArticleHow to Work With Your SEO Agency in the AI Era
The old agency model is broken. Fifty-page PDF reports, jargon about link juice and DA, and zero collaboration won't cut it when…
guideSaaS Entity Authority: Product Entities, Review Platforms & Category Proof
SaaS and software companies operate a dual entity model — the company and the product are distinct entities that need separate treatment.…
guideLaw Firm Entity Authority: Solicitor Profiles, Trust Registries & Legal Citations
Law firms operate a fundamentally different entity model from most businesses — regulated practitioners are entities in their own right, trust registries…
guideEntity Authority: The Universal Corroboration Stack for UK Businesses
Entity authority is not built from one signal — it is built from consistent corroboration across multiple authoritative surfaces. This is the…
guideCrunchBase for SEO: How to Set Up and Optimise Your Profile for Google and AI Visibility
CrunchBase is a high-authority business directory (DA 90+) that Google and AI systems use to verify and disambiguate business entities. A ten-minute…
ArticleYour Content Strategy Is Measuring the Wrong Things (And What to Do About It)
Most content strategies still measure success by keyword rankings and organic traffic alone. Here is a four-layer framework — search traffic, citation…
ArticleAI SEO Trends 2026: UK vs US Demand Data (and What It Reveals About GEO, AEO, AIO & LLM Optimisation)
Analysis of 120+ keyword variations across AI SEO, GEO, AEO, AIO and LLM optimisation — comparing UK and US search demand, CPCs,…
guideWikidata for SEO: The Complete Guide + Entry Preparation Tool
What Wikidata is, why it matters more than Wikipedia for Google's Knowledge Graph and LLM visibility, and a step-by-step guide to creating…
Top Tips for Hiring a Professional SEO Consultant
What is a Professional SEO Consultant? A professional SEO (Search Engine Optimisation) consultant is an expert who specialises in optimising websites to…
SaaS Companies SEO
What does SaaS mean? SaaS is an acronym which stands for Software as a service (or SaaS). Essentially, it is a way…
Celebration of Speed Website Launch
Celebration of Speed is a Hampshire-based weekend event that has been running since 2017. It is aimed at and designed for those…
10 questions you need to ask before hiring an SEO Agency
It can be a daunting task when looking to hire a digital marketing agency. Agencies have different specialisms with some labelling themselves…
SEO Strategies for Law Firms
Do Law Firms Need SEO? It would be misleading to say that every law firm does need SEO. However, there are many…
Tips for IT Support Companies
SEO Strategy Ltd has partnered up with local IT Company, AlphaScan. In the world of IT and Web Development it helps to…
A Re-Brand for Eco Montessori Day Nursery
SEO Strategy has been working with Eco Montessori to help them develop their brand, website and enhance their online presence. Having worked…
Virtual Digital Agencies & Remote Working
Remote working is nothing new. Interestingly, the term digital nomadism was used as early as 1997. A digital nomad is a person…
In-Depth Guides
Comprehensive reference guides on SEO and AI visibility
Strong Brands Rank, Get Cited, and Dominate: The Operating Thesis Behind Twenty Years of SEO Strategy Practice
Strong brands rank, get cited, and dominate is not a marketing claim. It is the operating thesis of twenty years…
SEO & AI Visibility GuidesRetrieval Gravity: How AI Systems Develop Memory Around Trusted Entities
Retrieval Gravity is the property by which AI retrieval systems accumulate preference for previously-validated entities, making future retrieval of those…
SEO & AI Visibility GuidesEditorial Selection: How AI Systems Distinguish Earned Trust from Paid Placement
Editorial Selection is the mechanism by which an entity enters a system of trust through the independent judgement of a…
SEO & AI Visibility GuidesFootprint vs Fingerprint: The Pre-Publication Test for AI-Era Content
Two pieces published in May 2026 — Lily Ray’s analysis of 220+ failed AI content programmes and Ahrefs’ 0.664 branded-mentions…
SEO & AI Visibility GuidesSchema Architecture for the AI Era: From Syntactic Validation to Semantic Credibility
The web is moving from machine-readable to machine-verifiable. Two recent developments — one in schema vocabulary design, the other in…
AI Visibility: The Discipline of Being Found, Cited, and Recommended by AI SystemsAI Visibility Engagement Model
How businesses move from being invisible to being selected by AI systems. A three-stage dependency model covering diagnosis, implementation, and…
AI Visibility: The Discipline of Being Found, Cited, and Recommended by AI Systems
AI visibility is the discipline of ensuring a business can be retrieved, extracted from, and named as a recommended provider…
LLM Optimisation — Your Generative Engine Optimisation AgencyAEO Agency: What AEO Is, What an Agency Does, and How to Choose One
AEO (Answer Engine Optimisation) is the discipline of structuring content to appear in AI-generated answers — Google AI Overviews, ChatGPT,…
SEO & AI Visibility GuidesCovered Outdoor Dining Solutions for UK Venues: The Commercial Guide
UK hospitality venues lose 30-60% of outdoor trading days to weather. This guide covers the covered outdoor space options that…
On-Page SEO: The 2026 Discipline of Optimising for Both Ranking and AI Citation
On-page SEO in 2026 is both a ranking discipline and a citation-eligibility discipline. This guide covers the 2026 definition, the…
LLM Optimisation — Your Generative Engine Optimisation AgencyChatGPT vs Perplexity for B2B: Which AI Platform Should You Prioritise?
For B2B research intent — vendor evaluation, competitive intelligence, shortlist research — Perplexity has a structural advantage. For parametric brand…
SEO Agency Hampshire: Strategic SEO and AI Visibility for Hampshire Businesses
SEO Strategy Ltd is a Hampshire SEO consultancy led by Sean Mullins, based in Southampton. We cover the full county…
LLM Optimisation — Your Generative Engine Optimisation AgencyLLM Leaderboard: Which AI Models Your Buyers Are Actually Using (And Why It Changes Your Strategy)
LLM leaderboards rank AI models by benchmark performance. For SEO and AI visibility practitioners, leaderboards matter for a different reason:…
LLM Optimisation — Your Generative Engine Optimisation AgencyHow to Rank in ChatGPT: What Gets You Cited, Named and Recommended
ChatGPT is used by 900 million people weekly. It is primarily a training-data platform — which means the rules for…
LLM Optimisation — Your Generative Engine Optimisation AgencyHow to Rank in Gemini: Why Google’s AI Rewards Everything You’ve Already Done (and One Thing You Haven’t)
Gemini is more tightly coupled to traditional SEO than any other AI platform — it draws from Google's index and…
LLM Optimisation — Your Generative Engine Optimisation AgencyHow to Rank in Perplexity: The Fastest AI Platform to Respond to Optimisation
Perplexity is the AI platform most directly responsive to content and structure changes — updates can improve citation frequency within…
LLM Optimisation — Your Generative Engine Optimisation AgencyHow to Rank in Microsoft Copilot: The Enterprise AI Platform Most Businesses Overlook
Microsoft Copilot is embedded in Microsoft 365 — the productivity suite used by enterprise teams worldwide. It retrieves from Bing's…
LLM Optimisation — Your Generative Engine Optimisation AgencyChatGPT vs Perplexity vs Google AI Mode vs Copilot: The Technical Differences That Change Your Strategy
The four major AI search platforms retrieve from different source pools, use different citation mechanisms, and respond to optimisation at…
LLM Optimisation — Your Generative Engine Optimisation AgencyRanking Your Website in Google: What Changed, What Stayed, and What to Do Now
The rules of ranking in Google have not changed. The game has. Google no longer just shows results — it…
LLM Optimisation — Your Generative Engine Optimisation AgencyQuery Fan-Out: What Your Buyers Are Actually Searching (And Why Most Businesses Are Invisible to Half of It)
Query fan-out is the mechanism by which AI search platforms decompose a single user query into multiple parallel sub-queries, score…
LLM Optimisation — Your Generative Engine Optimisation AgencyWhich AI Should You Optimise For? A Guide by Audience Type
The right AI platform to optimise for depends on who your buyers are, not which model is technically best. This…
SEO Agency Portsmouth: Search Visibility and AI SEO for Portsmouth Businesses
SEO Strategy Ltd provides SEO and AI visibility consultancy for Portsmouth businesses. Led directly by Sean Mullins, based in Southampton…
Knowledge HubThe Best-Of Problem: Why Self-Promotional Content Is Winning AI Overviews Right Now — and the Structural Fix
AI Overviews are citing vendor-written "best X" lists as if they were independent editorial consensus. An independent AI startup analysis…
SEO Agency Winchester: Specialist SEO and AI Visibility for Winchester Businesses
SEO Strategy Ltd provides specialist SEO and AI visibility consultancy for Winchester businesses. 14 miles from Winchester on the M3.…
SEO Agency Bournemouth: SEO and AI Visibility for Bournemouth and Dorset Businesses
SEO Strategy Ltd provides SEO and AI visibility consultancy for Bournemouth, Poole and Dorset businesses. Based in Southampton, 35 miles…
Knowledge HubThe Alphabet Soup Problem: What “SEO vs GEO” Searches Are Actually Telling Us
Search volumes for "aeo vs geo" grew 6,233% in a year. "Seo vs geo" grew 806%. That's not people learning…
Distil — Free WordPress Plugin for Content Knowledge Architecture
Distil is a free WordPress plugin that concentrates scattered content into structured knowledge architecture. Connect any concept to any other…
SEO & AI Visibility GuidesFrom Rankings to Recommendations: The Three-Floor Model for AI Visibility
AI-mediated discovery is already changing how businesses get found. The question is no longer just where you rank — it…
SEO & AI Visibility GuidesAI Platform Strategy: Start With Your Buyer, Not the Algorithm
Most AI visibility strategies are optimising for the wrong platform. If your buyers are using Microsoft Copilot and you are…
LLM Optimisation — Your Generative Engine Optimisation AgencyLLMs.txt Curator — Free WordPress Plugin by SEO Strategy Ltd
LLMs.txt Curator is a free WordPress plugin that generates, curates and validates your llms.txt file — the emerging standard for…
CITATE: The Framework for AI-Citable ContentCITATE in Production: How the Standard Behaves Across Different Page Types
The CITATE framework defines six criteria. How those criteria behave — which ones are hardest to meet, which fail most…
Schema Markup & Structured Data (JSON-LD)Schema Generator Tool: Free JSON-LD Generator for Google, AI Overviews, ChatGPT and Perplexity
A free, browser-based JSON-LD generator and auditor for any platform — WordPress, HubSpot, Webflow, Squarespace, Shopify, GTM or static HTML.…
Distil — Free WordPress Plugin for Content Knowledge Architecture
Distil is a free WordPress plugin that concentrates scattered content into structured knowledge architecture. Connect any concept to any other…
LLM Optimisation — Your Generative Engine Optimisation AgencyLLM vs RAG vs AI Agent vs Agentic AI: The Four Layers Explained
These are not competing technologies. They are layers — each one building on the one before it. Understanding where each…
SEO Strategy Agency | Strategic SEO, AIO & GEO Services UK
SEO Strategy Ltd is a premium SEO and AI optimisation consultancy. We build visibility systems that ensure your brand is…
LLM Optimisation — Your Generative Engine Optimisation AgencyMCP Readiness: Where to Start
The practical companion to the MCP strategy article. Which AI systems actually support MCP right now, what servers already exist,…
LLM Optimisation — Your Generative Engine Optimisation AgencyAI Persona Testing for SEO: How to Validate Content Against Real Buyer Psychology
Use AI-powered buyer personas to pressure-test your content before publishing. Find the gaps between what you're saying and what your…
SEO for Law FirmsLegal Regulators Are Focused on the Wrong AI Problem
Every legal regulator in every jurisdiction is focused on how lawyers use AI. None of them address the question that…
LLM Optimisation — Your Generative Engine Optimisation AgencyMCP Will Change Which Businesses AI Recommends — But Should Yours Be One of Them?
Model Context Protocol is beginning to change which businesses AI systems can reliably recommend — and within three years will…
LLM Optimisation — Your Generative Engine Optimisation AgencyHow to Make LLMs Recommend Your Business
The complete business owner's guide to AI recommendation eligibility. Five stages. The risk filter that determines who gets named. A…
LLM Optimisation — Your Generative Engine Optimisation AgencyGemini SEO: How to Get Your Brand Cited in Google’s AI
Gemini runs on Google's index and Knowledge Graph — not Bing. That makes it fundamentally different from Perplexity, ChatGPT Search…
LLM Optimisation — Your Generative Engine Optimisation AgencyDeepSeek SEO: How to Get Your Brand Cited in DeepSeek’s AI
DeepSeek is an open-source Chinese AI model that reasons primarily from training data — not live web retrieval. Like Claude,…
LLM Optimisation — Your Generative Engine Optimisation AgencyYour AI Visibility Action Plan: What to Fix, In What Order, and Why It Works
AI visibility breaks at five distinct points: entity recognition, retrieval, content extractability, trust signals, and recommendation eligibility. Most businesses failing…
The OARCAS Framework: A Vendor Assessment Model for Managed File Transfer
OARCAS — Orchestrated Automation for Reliable, Controlled, and Secure Transfers — is a five-dimension vendor assessment framework for evaluating managed…
Frameworks Published by Sean Mullins — SEO Strategy Ltd
The public register of named frameworks, models, and methodologies developed and published by Sean Mullins of SEO Strategy Ltd. Each…
LLM Optimisation — Your Generative Engine Optimisation AgencyAI Citation Dominance: The Layer-by-Layer Strategy for Getting Your Brand Cited, Named and Recommended
A complete strategy guide for dominating AI citation across ChatGPT, Perplexity, Copilot and Google AI Overviews — covering the three…
SEO & AI Visibility GuidesThe AI Citation Gap: What a Million Links Reveal About Who Gets Found, Cited, and Chosen
Why most AI visibility strategies produce limited citation results — and what to actually do about it. Based on analysis…
LLM Optimisation — Your Generative Engine Optimisation AgencyAgentic SEO: What It Is, Why the Vocabulary Is Forming Right Now, and What It Means for Your Strategy
Agentic SEO is the discipline of ensuring AI agents can discover, evaluate and interact with a business when acting on…
LLM Optimisation — Your Generative Engine Optimisation AgencyClaude SEO: How to Get Your Brand Cited in Anthropic’s Claude
Claude is Anthropic's AI assistant — with "claude seo" growing at +2,300% year-on-year, it is becoming a commercial discovery surface…
LLM Optimisation — Your Generative Engine Optimisation AgencyWhat Is MCP (Model Context Protocol)? A Plain-English Guide for Marketers and SEO Professionals
MCP stands for Model Context Protocol — a technical standard that lets AI models connect to external tools and software.…
LLM Optimisation — Your Generative Engine Optimisation AgencyThe Web Is Moving From Answers to Actions: Documents, AI Citations and the Emerging Agentic Layer
Search has moved through three structural phases: documents, answers, and now actions. Understanding this transition explains why AI agents, semantic…
The 3Cs Framework: Code, Content & Contextual Linking
The 3Cs Framework — Code, Content, Contextual Linking — was developed by Sean Mullins in 2010 as a practical model…
LLM Optimisation — Your Generative Engine Optimisation AgencyWhy Isn’t My Law Firm Appearing in AI Answers?
Legal queries are now among the highest-intent AI search categories — and most law firms are invisible in the answers.…
LLM Optimisation — Your Generative Engine Optimisation AgencyWhy Bing Is Now the Most Important Search Engine for AI Visibility
For a decade, ignoring Bing was a reasonable position. It no longer is. ChatGPT Search retrieves from Bing's index. Microsoft…
LLM Optimisation — Your Generative Engine Optimisation AgencyWhy Isn’t My SaaS Product Appearing in AI Answers?
SaaS companies typically have the strongest traditional SEO foundations and the worst AI visibility. The reason is structural: the technical…
LLM Optimisation — Your Generative Engine Optimisation AgencyWhy Isn’t My Website Appearing in AI Answers?
If your business isn't being cited by ChatGPT, Perplexity, Google AI Overviews or Microsoft Copilot, there is a specific reason…
SEO & AI Visibility GuidesThe Algorithmic Trinity: LLMs, Knowledge Graphs & Traditional Search
The Algorithmic Trinity — coined by Jason Barnard of Kalicube — identifies the three systems that determine AI search visibility:…
LLM Optimisation — Your Generative Engine Optimisation AgencyAI Visibility Monitoring: The Rank Tracker for AI Search
Traditional rank tracking tells you where you appear in a list. AI visibility monitoring tells you whether you're cited in…
LLM Optimisation — Your Generative Engine Optimisation AgencyThe AI Discovery Stack: How AI Systems Find, Evaluate and Cite Websites
Every AI system — from Google AI Overviews to ChatGPT Search to autonomous agents — uses the same three-component architecture…
LLM Optimisation — Your Generative Engine Optimisation AgencyThe Unbroken Thread: From SEO to AAO and Why the Discipline Never Changed
SEO is not dying. It is expanding. Every new acronym — AEO, GEO, AIO, AAO — describes the same discipline…
LLM Optimisation — Your Generative Engine Optimisation AgencyThe AI Visibility Ceiling: Why Most Businesses Will Never Be Recommended by AI
Most businesses produce good content, rank in organic search, and still never appear on AI-generated provider shortlists. This is not…
Entity Real Estate: The Emerging Market for Pre-Built AI Visibility Assets
AI recommendation visibility is an asset — it can be built deliberately, partially transferred through legitimate business acquisition, and it…
LLM Optimisation — Your Generative Engine Optimisation AgencyHow AI Systems Decide Which Companies To Recommend (And Why Most Businesses Never Appear)
Every AI system runs a seven-stage pipeline when deciding which companies to recommend. Most businesses are optimising the wrong stages.…
LLM Optimisation — Your Generative Engine Optimisation AgencyWhy Isn’t My Local Business Appearing in AI Answers?
When someone asks ChatGPT or Siri "best electrician near me" or "accountant in Southampton," local businesses face a specific set…
LLM Optimisation — Your Generative Engine Optimisation AgencyAEO vs GEO vs SEO (And Why AAO Is the Layer Everyone’s Missing)
SEO gets you ranked. AEO makes you the answer. GEO gets you cited in AI. AAO gets you recommended by…
SEO & AI Optimisation Consultant London
Senior SEO and AI optimisation consultant for London businesses. 20+ years' experience. Not a London agency — which is exactly…
LLM Optimisation — Your Generative Engine Optimisation AgencyAI Agent Optimisation (AAO): How to Be Found, Recommended and Chosen by AI Agents
AI agents are moving from answering questions to taking actions — researching vendors, comparing products and making purchasing decisions autonomously.…
CITATE: The Framework for AI-Citable Content
CITATE defines the threshold at which content becomes extractable, evidenced, and attributable enough for AI systems to cite. Six criteria…
LLM Optimisation — Your Generative Engine Optimisation AgencyWhat is a GEO Agency? How to Choose One (and the Red Flags to Watch For)
A GEO agency helps businesses get cited in AI-generated search answers. But the term is ambiguous, the market is fragmented,…
LLM Optimisation — Your Generative Engine Optimisation AgencyThe Anatomy of an AI-Citable Page
A section-by-section blueprint showing how every part of a well-structured page maps against the six AI citation criteria — with…
The Complete Search Visibility AuditSEO Audit vs GEO Audit: What You Actually Need in 2026
SEO audits and GEO audits share foundations but assess different dimensions of search visibility. This guide explains what each covers,…
The Complete Search Visibility AuditWhat a Professional Search Visibility Audit Includes
A clear breakdown of what you actually receive from a professional search visibility audit — three service tiers, deliverables explained,…
The Complete Search Visibility AuditSearch Visibility Audit Cost UK (2026): What to Expect
Transparent UK pricing guidance for professional search visibility audits in 2026 — three tiers explained, what affects cost, how to…
The Complete Search Visibility AuditHow to Audit Your Own Search Visibility: A Step-by-Step Guide
A practical, honest guide to auditing your own search visibility using free tools — structured around the five-stage maturity curve…
The Complete Search Visibility AuditGEO Audit Checklist: How to Assess Your AI Search Visibility
A structured GEO audit checklist covering every dimension of AI search visibility — from crawler access and entity verification to…
Content SEOContent Strategy for the AI Discovery Era: How to Plan, Create and Prove Content That Gets Found, Cited and Attributed
A complete methodology for creating content that gets discovered across Google, AI Overviews, ChatGPT, Perplexity and voice assistants — and…
LLM Optimisation — Your Generative Engine Optimisation AgencyAI Citation Monitoring: Track Where Your Brand Appears in AI Answers
AI citation monitoring tracks when and how AI platforms — ChatGPT, Perplexity, Google AI Overviews, Copilot and Gemini — mention…
SEO Agency Southampton
Southampton SEO consultancy with 20+ years of search and AI visibility experience for Hampshire businesses. Consultant-led, engagement-scoped, no templated retainers.…
LLM Optimisation — Your Generative Engine Optimisation AgencyAI Citation Readiness Checklist: How to Structure Pages That Get Cited by AI
The complete framework for structuring pages that AI systems extract and cite. Six criteria, practical before-and-after examples, an eight-section page…
LLM Optimisation — Your Generative Engine Optimisation AgencyWhat is AI SEO? The Complete Guide to Optimising for AI Search
AI SEO is the practice of ensuring your content is retrieved, cited and recommended by AI-powered search systems — including…
LLM Optimisation — Your Generative Engine Optimisation AgencyHow to Get Cited by AI: A Practical Guide to AI Citation Optimisation
A practical, step-by-step guide to getting your content cited by ChatGPT, Perplexity, Google AI Overviews, and Microsoft Copilot. Covers the…
LLM Optimisation — Your Generative Engine Optimisation AgencyMicrosoft Copilot SEO: Optimising for Copilot Citations and Grounding
Microsoft Copilot is embedded inside every Windows machine, Edge browser, and Microsoft 365 application used by enterprise teams. When a…
LLM Optimisation — Your Generative Engine Optimisation AgencyPerplexity SEO: How to Get Your Brand Cited in Perplexity Answers
Perplexity is the most citation-transparent AI search platform and often where GEO results show up first. This guide explains how…
LLM Optimisation — Your Generative Engine Optimisation AgencyChatGPT SEO & SearchGPT Optimisation: Getting Cited in ChatGPT Search
ChatGPT Search reaches over 300 million weekly active users and is increasingly the first place professionals research products, services and…
LLM Optimisation — Your Generative Engine Optimisation AgencyAnswer Engine Optimisation (AEO): The Complete Guide to Owning the Answer
Answer Engine Optimisation (AEO) is the foundational discipline for the zero-click era — optimising content to directly answer questions across…
SEO vs GEO: The Honest Comparison from Someone Living the Transition
SEO vs GEO — what's actually different, what's the same, and do you need both? A practitioner's comparison backed by…
LLM Optimisation — Your Generative Engine Optimisation AgencyGenerative Engine Optimisation (GEO) — Your GEO Agency & Complete Guide
As a specialist generative engine optimisation agency, we help businesses get cited by Perplexity, ChatGPT, Google AI Overviews and other…
SEO & AI Visibility GuidesPPC and SEO Strategy: How Integrated Search Turns £149 Clicks Into Compound Visibility
How PPC and SEO work as a single integrated strategy — not two separate budget lines. Featuring the triple threat…
LLM Optimisation — Your Generative Engine Optimisation AgencyAI Overviews Optimisation (AIO): The Complete Guide to Google’s AI-Generated Answers
AI Overviews are Google's biggest SERP change since featured snippets — compressing ten blue links into a single AI-generated answer.…
LLM Optimisation — Your Generative Engine Optimisation Agencyllms.txt: The Complete Guide to Making Your Site AI-Readable
llms.txt tells AI systems which pages on your site matter most. This guide covers what llms.txt is, why it matters…
AI Web Design & Development
Websites built by an SEO architect, powered by AI. 100+ sites since 2003 — from hand-coded HTML to AI-assisted WordPress…
Vibe Coding Services
AI-assisted development for interactive tools, calculators, WordPress plugins, and CRO assets. Enterprise results — ROI calculators that generated £2M+ pipeline,…
SEO & AI Visibility GuidesBing & DuckDuckGo SEO: The Multi-Engine Visibility Guide for B2B Businesses
A practitioner's guide to Bing and DuckDuckGo optimisation — covering Bing Webmaster Tools, Bing Places, Microsoft Clarity, and why B2B…
SEO for Law Firms
Specialist SEO for law firms and solicitors. 11 years with one criminal defence firm — #1 rankings across Manchester, London,…
Local SEO for Businesses, Trades & Services
Local SEO for trades, services and small businesses. 17 years of page 1 results — from dog walkers and hairdressers…
SEO for Software & SaaS Companies
Specialist SEO for software and SaaS companies. We took an enterprise MFT vendor from zero visibility to 28 Position 1…
Technical SEOSite Architecture for SEO: The Complete Guide to Building Websites That Rank, Scale and Convert
A comprehensive guide to planning and building site architecture that promotes crawlability, topical authority and user experience — from URL…
Schema Markup & Structured Data (JSON-LD)From Speakable Schema to AI Summary Control: What Google Tried Early — and What Matters Now
Voice search is declining. AI voice delivery is rising. Speakable schema was Google's first attempt at publisher control over spoken…
Wikidata for SEO: Wikipedia’s Smarter Sibling That Powers Google, ChatGPT & AI Search
Most businesses spend months trying to get a Wikipedia article approved. Meanwhile, Wikidata — Wikipedia's machine-readable sister — quietly feeds…
Schema Markup & Structured Data (JSON-LD)JSON-LD Schema Markup: The Complete Implementation Guide for SEO and AI Visibility
A practical, code-first guide to implementing JSON-LD structured data that serves both Google rich results and AI citation systems. Includes…
SEO & AI Visibility GuidesSemantic SEO: How Entity Architecture Drives Search Rankings and AI Citations
Semantic SEO is the structural foundation of modern search visibility. This guide covers entity mapping, semantic depth, Knowledge Graph strategy…
Entity SEO: What It Actually Is, Why It Matters, and Why Most Businesses Are Invisible Without It
Entity SEO is not about keywords. It is about whether search engines and AI systems know who you are, what…
SEO & AI Visibility GuidesFrom Voice Search to Answer Engines: The Evolution of Conversational SEO
Voice search didn't reshape the web the way the headlines predicted — but the conversational query patterns it introduced became…
How We Work: From Audit to Authority — Our Engagement Model
Every engagement follows a structured methodology: discovery audit, entity foundation, content architecture, schema implementation, AI visibility monitoring and ongoing optimisation.…