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    AI SEO and AI Search Insights

    Research and weekly updates on AI SEO, and how UK businesses get recommended by AI search engines.

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    We Tested 113 UK Recruitment Agencies for AI Discoverability. Only 34% Make the Cut.

    We tested 113 UK recruitment agencies for AI discoverability. Only 34.5% reached the high-visibility tier. Here is exactly what separated them.

    Connor Houghton·Mar 13, 2026·11 min read
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    The AI Visibility Breakdown

    How to Improve AI Visibility: The Content Originality Filter UK Businesses Miss

    Before AI weighs authority, it checks whether a page adds anything new. Most UK content repeats consensus and is excluded at source selection.

    Ethan Saunders·Jul 22, 2026·5 min read
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    The AI Visibility Breakdown

    How to Improve AI Visibility for Agentic AI Search: The Action-Readiness Filter UK Businesses Miss

    Agentic AI checks whether it can act before it weighs authority. Most UK businesses get cited, and then skipped when the agent moves to book.

    Ethan Saunders·Jul 16, 2026·5 min read
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    Buyer Behaviour Analysis

    AI Agents Are Already Negotiating B2B Deals. Agentic SEO Decides Who Gets Invited to the Table

    AI agents already research, shortlist and negotiate B2B deals. Agentic SEO decides which UK businesses get invited to the table before a human is involved.

    Dylan Hutchinson·Jul 3, 2026·5 min read
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    The AI Visibility Breakdown

    How to Get Recommended by AI: The Author Attribution Filter UK Professional Services Miss

    AI cites named, credentialled professionals 4x more often than anonymous content. Author attribution is the diagnostic gap most UK assessments miss.

    Ethan Saunders·Jun 25, 2026·5 min read
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    The AI Visibility Breakdown

    How to Improve AI Visibility Across ChatGPT, Claude and Perplexity: The Platform Retrieval Filter UK Businesses Miss

    ChatGPT optimisation covers 63% of B2B AI referrals. The other 37% flows through Claude, Perplexity and Gemini, each with its own retrieval pool to enter.

    Ethan Saunders·Jun 10, 2026·5 min read
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    Buyer Behaviour Analysis

    Google Search Agents Are Running 24/7. Most UK Professional Services Businesses Don't Appear.

    Google Search Agents monitor prospect queries around the clock. Your business appears in the stream or it doesn't, and no analytics event records the outcome.

    Dylan Hutchinson·Jun 5, 2026·6 min read
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    The AI Visibility Breakdown

    How to Improve AI Visibility in Google's Passive Discovery Layer: The Search Agent Filter UK Businesses Miss

    Google's Search Agents monitor queries in the background and recommend before anyone searches. Three retrieval signals decide whether you appear.

    Ethan Saunders·Jun 3, 2026·6 min read
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    Buyer Behaviour Analysis

    93% of Buyers Using AI Search Never Click Anywhere. The 7% Who Do Convert at 2.4x the Rate.

    AI Mode searches end without a click 93% of the time. AI-cited brands convert at 2.4x non-cited competitors. Standard analytics can't see any of it.

    Dylan Hutchinson·May 29, 2026·5 min read
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    The AI Visibility Breakdown

    Why ChatGPT Won't Cite Your Business: The Bing Abstention Filter UK Professional Services Miss

    ChatGPT retrieves from Bing, and Bing's abstention filter drops sources before authority signals are checked. Four triggers, and four ways to pass.

    Ethan Saunders·May 27, 2026·5 min read
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    Buyer Behaviour Analysis

    B2B Buyers Spread Across Three AI Platforms in 2026. Most UK Businesses Are Visible on One.

    Buyers now shortlist before they ever reach your site. What ChatGPT, Gemini and Claude say about UK firms, and the gap between the three platforms.

    Dylan Hutchinson·May 22, 2026·5 min read
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    The AI Visibility Breakdown

    How to Get Your Financial Advisory Business Recommended by AI: The Content Island Test UK IFAs Are Missing

    79% of UK IFAs never appear in AI recommendations. The cause is not authority signals: it is content that fails the Island Test at paragraph level.

    Ethan Saunders·May 21, 2026·5 min read
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    Buyer Behaviour Analysis

    How UK Buyers Research Professional Fees via AI Before the First Call, and Why 62% of Businesses Don't Appear

    AI shows UK buyers professional fee ranges before any first call. 94% use it in research, 62% of businesses never appear, and it leaves no trace.

    Dylan Hutchinson·May 15, 2026·6 min read
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    The AI Visibility Breakdown

    Why AI Checks Your SRA Registration Before Recommending Your Law Firm to Clients

    AI tools check the SRA register before recommending a firm. See what they find about yours, and where you appear. Free Snapshot in 30 seconds.

    Ethan Saunders·May 14, 2026·5 min read
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    Buyer Behaviour Analysis

    Brand Misclassification in AI Search: Why Appearing in ChatGPT Is Not the Same as Being Visible

    94% of B2B buyers use AI in purchasing. Appearing with the wrong description, category, or location is a different and costlier problem than invisibility.

    Dylan Hutchinson·May 8, 2026·6 min read
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    The AI Visibility Breakdown

    The Bland Tax: Why Generic Content Makes UK Businesses Invisible in AI Search

    AI retrieval models score content distinctiveness before authority. Templated services pages and abstract claims get filtered out before anything else is read.

    Ethan Saunders·May 6, 2026·5 min read
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    The AI Visibility Breakdown

    How to Get Recommended by AI: Why Review Scores Are Checked Before Your Content

    ChatGPT checks third-party review scores before it evaluates your website. Businesses below 4.0 out of 5 are excluded before any content is read.

    Ethan Saunders·Apr 30, 2026·5 min read
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    Buyer Behaviour Analysis

    Your Website Redesign Is Solving the Wrong Problem: B2B Buyer Behaviour in 2026

    UK B2B firms spend £20k-£80k redesigning websites expecting more enquiries. The vendor selection decision happens before any buyer reaches your site.

    Dylan Hutchinson·Apr 24, 2026·6 min read
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    The AI Visibility Breakdown

    How to Improve AI Visibility When AI Has to Guess What Your Business Does

    Before ChatGPT checks citations, it tries to extract what you do from your content. When extraction fails, the model infers, confidence drops, and you're excluded.

    Ethan Saunders·Apr 23, 2026·5 min read
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    The AI Visibility Breakdown

    Why Your Business Isn't Appearing in AI Recommendations: The Semantic Consistency Filter

    The first filter AI applies is semantic consistency. Conflicting descriptions across sources prevent AI from recommending you, regardless of content quality.

    Ethan Saunders·Apr 16, 2026·6 min read
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    Buyer Behaviour Analysis

    B2B Buyers Now Test AI Consistency Before They Trust a Recommendation. Only 30% of UK Firms Pass.

    Buyers run the same AI query repeatedly to see which businesses appear consistently. Only 30% of brands persist between responses. What it means.

    Dylan Hutchinson·Apr 10, 2026·8 min read
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    The AI Visibility Breakdown

    The 30% Problem: How to Improve AI Visibility Consistently for UK Professional Services Businesses

    SparkToro found fewer than 30% of brands persist across AI responses. Here is why UK firms disappear between queries and what citation signal density means.

    Ethan Saunders·Apr 9, 2026·7 min read
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    The AI Visibility Breakdown

    How to Improve AI Visibility: Why Earned Media Outranks Your Website in ChatGPT Search

    ChatGPT retrieves from earned media 95% of the time, brand websites 1%. Why source type is the first AI filter, before content quality matters.

    Ethan Saunders·Mar 31, 2026·5 min read
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    Buyer Behaviour Analysis

    B2B Buyers Now Run an AI Visibility Audit Before Contacting You. Most Firms Fail.

    What a B2B AI visibility audit covers, what it costs, and what it finds. 73 components across five AI search engines. See your score free in 30 seconds.

    Dylan Hutchinson·Mar 20, 2026·7 min read
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    The AI Visibility Breakdown

    Why Your Accounting Firm Is Invisible in AI Search: The Crawler Access Filter

    AI search recommends only 1.2% of local businesses. Most accounting firms fail the crawler access filter before any content is ever evaluated.

    Ethan Saunders·Mar 18, 2026·8 min read
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    The AI Visibility Breakdown

    Why 50 Directory Listings Won't Get You Recommended by AI Search

    Directory volume does not drive AI visibility. AI systems trace citation origins and filter for independent corroboration first.

    Ethan Saunders·Mar 11, 2026·10 min read
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    Industry Spotlight

    We Tested 110 Law Firms For AI Discoverability. 50% Failed.

    We analysed 110 UK law firm websites for AI discoverability. Only 50% scored above 60 out of 100, and one in six is fully invisible to AI search.

    Connor Houghton·Mar 8, 2026·12 min read
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    Buyer Behaviour Analysis

    Why Is My Website Traffic Up But Sales Are Down?

    Stable traffic and rankings can hide a deeper issue: buyers now complete research inside AI interfaces before they ever click through to your site.

    Dylan Hutchinson·Mar 5, 2026·10 min read
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    The AI Visibility Breakdown

    Improve ChatGPT Search Ranking UK Business: What Actually Works

    Most UK businesses optimise their website for ChatGPT. But the mechanism that determines recommendations operates before your website is ever considered.

    Ethan Saunders·Feb 27, 2026·9 min read
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    Buyer Behaviour Analysis

    Why Is My Website Traffic High But No Enquiries?

    High traffic with no enquiries is not a conversion problem. Buyers decide before they arrive, inside AI tools and peer networks your analytics cannot see.

    Dylan Hutchinson·Feb 24, 2026·12 min read
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    The AI Visibility Breakdown

    Why Am I Not Appearing in ChatGPT Recommendations?

    Most businesses assume AI visibility is an authority problem. Before reputation is evaluated, AI runs a different check entirely, and most fail it.

    Ethan Saunders·Feb 21, 2026·8 min read
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    Buyer Behaviour Analysis

    Your Funnel Isn't Breaking. It's Already Broken.

    The traditional sales funnel collapsed. Buyers now research, compare, and rank vendors inside AI tools before you ever know they exist.

    Dylan Hutchinson·Feb 17, 2026·14 min read
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    The AI Visibility Breakdown

    The First Filter AI Applies to Your Business

    Before rankings or authority, AI checks one thing first: whether it can explain what you do in a single sentence. Most businesses fail.

    Ethan Saunders·Feb 10, 2026·5 min read
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    Buyer Behaviour Analysis

    Modern Acquisition is About Presence, Not Just Promotion

    Your buyers aren't searching anymore. They're asking ChatGPT which CRM to buy and getting shopping advice from Gemini. AI is reshaping acquisition.

    Dylan Hutchinson·Jan 30, 2026·9 min read
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    The AI Visibility Breakdown

    If AI Can't Explain What You Do, Your Customers Won't Either

    AI is changing how people find and choose businesses. When AI can't describe your business clearly, customers won't figure it out on their own.

    Ethan Saunders·Jan 28, 2026·6 min read
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    Buyer Behaviour Analysis

    Your Customers Now Research Before They Ever See Your Site

    Many buyers form opinions and narrow their options before they land on your site. Research now happens inside AI-powered search tools, not on your website.

    Dylan Hutchinson·Jan 27, 2026·6 min read
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    The AI Visibility Breakdown

    Why Some Brands Show Up in AI Answers and Most Don't

    Four factors decide which businesses AI search engines name, and none is your Google ranking. What to fix first, and how to check where you stand.

    Ethan Saunders·Jan 21, 2026·7 min read
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    Start With Clarity, Not a Contract

    See where you show up when buyers ask AI who to hire, and who shows up instead of you.

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