The AI Knowledge Hub

Practical, jargon-free guides on AI strategy, audits, ROI, and implementation. Written for business leaders who want clear answers, not hype.

Start here: understand, check, improve

Three routes through the material, depending on where you are.

Understand

Learn what AI visibility is and how AI assistants decide who to name.

Check

Find out where your own business stands today.

Improve

Turn the gaps into work with owners, dates and a measurable result.

The five terms, defined

Short, quotable definitions of the terms used across this site. Same wording everywhere, so there is no ambiguity about what we mean.

AI audit
An AI audit is a structured review of how a business works today, identifying which repetitive, rules-based processes AI could safely improve, what it would cost, and what must be fixed before any tool is bought. Read more
AI visibility
AI visibility is whether a business is named, described accurately and cited when ChatGPT, Claude, Perplexity or Google AI Overviews answer the questions its buyers ask. It is measured by testing a fixed prompt set, not by rankings. Read more
AEO
Answer Engine Optimisation, or AEO, is the practice of structuring a website so AI answer engines can extract, understand and cite its content. It shares foundations with SEO, but the goal is citation rather than a ranking position. Read more
Share of Voice
Share of Voice in AI search is the proportion of a tested prompt set in which a brand is named, compared with its competitors. It shows how often an engine reaches for you rather than someone else. Read more
Agentic readiness
Agentic readiness is how prepared a business is for AI agents that act rather than advise. It covers documented processes, clean data, machine-readable pages, defined permissions and human checkpoints on anything with a financial or legal consequence. Read more

Questions People Actually Ask

The questions people actually ask before they call us

Six real questions from UK business owners about AI and AI visibility, each answered in a paragraph, with the longer version a click away.

Our business does not come up when I ask ChatGPT who the best brokers are

Why your brokerage is missing from AI answers, what actually decides who gets named, and the three things to check first.

We rank well on Google but never appear in AI answers, is that a problem?

Ranking and being cited are different things measured differently. When the gap matters, when it does not, and how to tell which applies to you.

I asked ChatGPT about my own company and it got the details wrong

You cannot edit an AI answer directly. What actually changes it, how long it takes, and when it is not worth chasing.

We have been quoted thousands for an AI project, how do I tell if it is worth it?

The questions to ask before you sign, the red flags that matter, and how to work out the payback yourself.

My team spends hours on the same repetitive admin, where would AI actually help?

The three tests that separate work AI handles well from work it does not, and what to do before automating anything.

How do I know if AI is worth it for my business, or just hype?

An honest answer from someone who sells AI consulting. The test that decides it, and how to find out cheaply.

Getting Started

What is AI Visibility? (plain-English primer)

The layman's guide. Start here if AI search is a new concept. Five minutes to understand why customers asking ChatGPT and Perplexity for recommendations is changing how UK service businesses get found.

Do I Need AI in My Business?

A practical guide to deciding whether AI is right for your business right now, with clear signals to look for.

What is an AI Audit?

A structured review of your business operations to identify where AI can save time, cut costs, and improve performance.

What is an AI Visibility Audit?

Check whether ChatGPT, Perplexity, Gemini and Google AI Overviews mention your business when buyers ask. The plain-English diagnostic guide.

What Does an AI Consultant Do?

How an AI consultant helps businesses find, plan, and implement AI solutions that deliver measurable results.

What is Answer Engine Optimisation (AEO)?

How AEO works, why it matters, and how it differs from traditional SEO in the age of AI-powered search.

Generative Engine Optimisation (GEO / AEO)

Generative Engine Optimisation (GEO) in the UK

How GEO works, how it sits alongside SEO, and where UK businesses should start. The category-defining guide for 2026.

How to Rank in ChatGPT: 7 Practical Steps

Direct-answer paragraphs, FAQ schema, llms.txt, citations. The concrete moves that get your business named in ChatGPT answers.

How Does AI Decide Which Businesses to Recommend?

An honest, sourced answer to how ChatGPT, Gemini and Perplexity choose which companies to recommend, and why most of the statistics you have been shown are wrong.

How to Measure AI Search Visibility

A 3-metric framework (mention rate, citation share, share-of-voice) you can run with a spreadsheet in two hours a month.

AEO vs SEO: What's the Difference?

Side-by-side comparison of tactics, metrics and where each one wins. Most UK businesses now need both running in parallel.

How to Appear in Google AI Overviews

What gets you cited in Google's AI-generated answer box. Page-1 ranking is the entry ticket; clean AEO formatting is what gets you picked.

Frameworks and Strategy

The 5 Pillars of AI for Business

The five core areas every business should assess when building an AI strategy: Strategy, Research, Data, Automation, and Content.

The SOS Framework: Stabilise, Optimise, Scale

Our proven three-phase framework for implementing AI in a way that delivers results without unnecessary risk.

How Much Does AI Consulting Cost in the UK?

A transparent breakdown of AI consulting pricing models, typical costs, and how to evaluate return on investment.

How to Calculate the ROI of AI

A practical framework for measuring the return on AI investment, with real examples and common pitfalls to avoid.

How to Choose the Right AI Tools for Your Business

A practical comparison framework using the 3Rs evaluation criteria to select AI tools that match your needs and budget.

The 90-Day Citation Cadence

The exact two-hours-a-week routine we run for clients and for ourselves to earn citations in ChatGPT, Perplexity and Google AI Overviews. Twelve weeks, four channels, measurable lift.