Knowledge Base

Free Guides for UK Small Businesses

Plain-English explanations of AI search visibility, schema markup, E-E-A-T, and every term worth knowing, written for business owners, not developers.

Foundation guides: start here

AI Search Visibility: The Complete Guide for UK Small Businesses

What AI search visibility means, why it matters, and the full picture of what's involved in improving it.

The AI Visibility Gap: Why Small Businesses Are Being Left Out

Why most UK small businesses have zero presence in AI-generated answers, and what that means for them.

E-E-A-T for Small Businesses: What It Means and Why AI Search Cares

Experience, Expertise, Authoritativeness, Trustworthiness, what each means in practice for a UK SME.

Technical guides

Schema Markup Explained: Making Your Website Readable by AI

What schema markup is, what it looks like, and which types UK small businesses actually need.

How AI Search Works: What UK Businesses Need to Know

The mechanics of how AI tools like ChatGPT and Perplexity generate answers, and what that means for visibility.

Entity SEO: What It Is and Why It Matters for AI Visibility

How to make your business a recognised entity that AI systems can confidently cite and describe.

Concepts explained

What Are AI Citations? How AI Tools Decide Who to Reference

What a citation is, how they're generated, and how each major AI platform handles them differently.

AI Mentions: What They Are and How They Differ From Citations

The difference between being named in an AI answer and being linked to, and why both matter.

LLM Optimisation: What It Means for UK Small Businesses

Plain-English breakdown of what LLM optimisation involves and how it differs from traditional SEO.

Generative Engine Optimisation (GEO): What It Is and How It Works

The formal term for optimising content and entity signals for AI-generated answers, explained clearly.

Search Everywhere Optimisation: Why Google Is No Longer Enough

How search has fragmented across AI tools, social platforms, and specialist apps, and what that means.

What Is a Google AI Overview? Plain English Explanation

How Google AI Overviews work, what they look like, and what type of content gets sourced in them.

Google AI Mode: What It Is and What It Means for UK Businesses

The biggest change to Google search in two decades, what AI Mode is and how to prepare for it.

Why AI ignores most businesses

Why Isn't My Business in ChatGPT? The Real Reasons (and Fixes)

Seven specific reasons businesses don't appear in ChatGPT, with a fix for each one.

Why Google SEO Is No Longer Enough

Ranking on Google doesn't mean appearing in AI answers. Here's what's different and what to do about it.

Why AI Ignores Small Businesses (And What to Do About It)

The structural reasons AI systems systematically overlook small businesses, and the practical fixes.

On Google But Not in AI Search: Why This Happens

You rank on Google but AI tools don't mention you. Here's exactly why, and the gap you need to close.

The Real Business Impact of AI Search Invisibility

What AI invisibility actually costs a business in lost enquiries, leads, and competitive positioning.

The Cost of AI Invisibility for UK Small Businesses

Putting numbers on what being absent from AI answers is worth, in leads, revenue, and competitive ground.

How AI search systems work: signals and behaviour

Content that AI systems cite: what the data shows

The content characteristics that consistently appear in AI citations: structure, specificity, and data grounding.

D2: Entity signals

Entity signals: what AI systems look for when deciding a business is real

Six signals AI systems use to confirm a business exists as a real-world entity before citing it.

D3: External references

Third-party mentions: how AI uses external references to verify businesses

Why AI systems weight external evidence more heavily than a business's own content, and which sources count.

D4: Google Business Profile

What AI systems read from Google Business Profile

Seven GBP fields that AI systems use as structured, verified entity data -- and what each one contributes.

How AI search treats ratings, reviews, and reputation

AI systems read what reviews say, not just how many stars they carry. Six review dimensions that affect citation.

D6: Sector patterns

Which business types AI search cites most in the UK

Citation frequency reflects data richness around a business type, not business quality. The UK sector patterns.

D7: FAQ content

Why AI search systems prefer question-answer formats

FAQ content is structured the same way AI systems work: question in, answer out. Six characteristics of citable FAQ content.

D8: NAP consistency

Why NAP uniformity matters for AI citation

AI systems merge consistent NAP data into one entity record. Inconsistency keeps them separate. Six NAP factors.

D9: Crawler access

Which technical settings affect AI search visibility

No content optimisation matters if AI crawlers cannot access the page. Six access factors including robots.txt and CDN blocking.

Authority signals: how AI search systems assess topical credibility

AI systems do not take a business's word for its own expertise. Six authority signals they look for instead.

Research & data

AI Search Statistics 2026: Usage, Growth, and Business Impact

Key figures on AI search usage across ChatGPT, Perplexity, and Google AI Overviews, and what they mean for UK businesses.

UK SME AI Visibility Report: Findings and Benchmarks

What our audits of UK small businesses reveal about AI visibility rates, common failures, and sector patterns.

How We Track AI Visibility: Methodology and Scoring

The platforms, query types, scoring dimensions, and limitations behind our AI visibility measurement approach.

Schema markup resources

Schema Markup Cost UK: What It Actually Costs Across All Routes

Honest price ranges for DIY, plugin, freelance, and done-for-you schema, what each route involves and what you get.

Done-For-You Schema vs DIY: Which Is Right for Your Business?

An honest breakdown of what each approach involves, who it suits, and how to decide, without a sales pitch for either.

Service Overview

AI Visibility Audit Explained: What We Check and What You Get

The seven dimensions we audit, what the report contains, and what happens after, explained clearly with no obligation.

Schema Markup Results Timeline: What to Expect and When

A realistic view of how quickly schema markup improvements show in AI search results.

Schema type reference

Schema Reference

LocalBusiness Schema Explained

Every field that matters in LocalBusiness schema for AI visibility, with examples and the most common mistakes.

Schema Reference

FAQ Schema for Small Businesses

How FAQPage schema works, why it's one of the most effective types for AI visibility, and how to implement it correctly.

Schema Reference

Person Schema: How It Builds Author Authority for AI Systems

A name in a byline is unverifiable. Person schema turns that name into a structured identity record AI systems can cross-reference.

Schema Reference

Review Schema Explained

How AggregateRating schema works, why it is one of the strongest AI trust signals, and how to implement it correctly.

Schema Reference

Organisation Schema Explained

What Organisation schema adds beyond LocalBusiness, and why the sameAs field is the most underused entity signal.

Schema Reference

BreadcrumbList Schema Explained

How BreadcrumbList schema signals site structure to AI systems and controls how your URLs appear in Google search.

Schema Reference

Article Schema Explained

How Article schema signals content authority, authorship, and freshness, and why these directly affect AI citation likelihood.

Ready to act on what you've read?

Our free AI visibility audit applies these principles directly to your business, checking your current citation rate, entity signals, and content gaps across the main AI platforms.

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