Case studies, teardowns, and what I'm seeing in SEO and AI search. Written from the work, not for the algorithm.
Browse the Statistics Library Every statistics article in one place, grouped by theme and fully cited. →I used to see AI search as just an extension of SEO. Then I watched what it actually converts like. What changed my mind, and the citation obsession that's leading most companies astray.
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Marshmallow is one of the best-looking brands in UK insurance. Their SEO is a different story. 36,000 monthly visits sounds fine, until you see where it all comes from.
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Acorn Insurance built three niche brands generating 241K monthly organic visitors worth £422K in traffic value, without relying on aggregators. A full breakdown of how they did it.
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A data-rich, fully cited rundown of the local SEO numbers that matter in 2026, from near me search growth and Local Pack click share to Google Business Profile performance, reviews and the rise of AI local recommendations.
Read the full post →ChatGPT, Gemini and Perplexity usage, how far Google AI Overviews now reach, and what they are doing to organic click-through rates and traffic, with every stat cited to its original study.
Read the full post →Generative Engine Optimization in 2026: adoption and budgets, how LLMs pick citations, brand mentions versus links, AI referral conversion benchmarks and crawler behaviour, all sourced and cited.
Read the full post →How digital PR stacks up against other link building channels, journalist and pitching numbers, campaign and cost benchmarks, and why digital PR now drives brand visibility in AI search.
Read the full post →A data-led look at AI search adoption in 2026: how many people use AI chatbots, daily versus occasional use, adoption by age, UK versus global figures, business uptake and why non-users stay away, with every stat cited to a named study.
Read the full post →A data-led look at how people actually behave inside AI search in 2026: query length, prompts versus keywords, session length, click-through rates, verification habits, device split and how the UK diverges, with every stat cited to a named study.
Read the full post →A data-led look at AI referral traffic in 2026: how much AI assistants send, which platforms dominate, growth rates, sector differences, traffic quality, crawl-to-refer ratios and why GA4 undercounts, with every stat cited to a named study.
Read the full post →A data-led look at AI search conversion in 2026: whether AI-referred visitors convert better than organic, what an AI visitor is worth, order values, engagement, CTR under AI Overviews and where selection effects mislead, with every stat cited to a named study.
Read the full post →A data-led look at AI citation behaviour in 2026: how many sources each engine cites, which domains dominate, how little the platforms agree, and how fast citations churn, with every stat cited to a named study.
Read the full post →A data-led look at AI brand visibility in 2026: how often AI answers name brands, how unstable those recommendations are across platforms and prompts, what correlates with inclusion, and how consumers act on them, with every stat cited.
Read the full post →A data-led look at trust in AI answers in 2026: who trusts AI, who fact-checks it, how trust splits by generation and country, and where the line sits on money, health and legal advice, with every stat cited.
Read the full post →A data-led look at AI hallucination rates in 2026: benchmark leaderboards, newsroom audits, legal and medical studies and the labs' own system cards, showing how error rates swing with the task, with every stat cited.
Read the full post →A data-led comparison of ChatGPT and Google in 2026: search and prompt volumes, market share, user counts, referral traffic and the antitrust-trial record, with every stat cited to a named source.
Read the full post →A data-led look at ChatGPT in 2026: weekly active users and the growth timeline, message volumes, demographics, the free versus paid mix, revenue, app downloads, enterprise adoption and site traffic, with every stat cited to a named source.
Read the full post →A data-led look at ChatGPT as a search and SEO channel in 2026: regulator-grade EU usage, how often it searches the live web, query fan-out, which pages win citations, and how marketers use it, with every stat cited to a named source.
Read the full post →A data-led look at ChatGPT as a shopping channel in 2026: Instant Checkout reach, retail referral traffic growth, conversion quality, AI-influenced revenue and merchant readiness, with every stat cited to a named source.
Read the full post →A data-led look at Google AI Overviews in 2026: how often the answer box appears, how many people it reaches, who gets cited, and how ads have moved inside AI Overviews and AI Mode, with every stat cited to a named source.
Read the full post →A data-led look at Perplexity in 2026: query and user volumes, valuation and revenue, the Comet browser, publisher deals, shopping, and its distinctive citation patterns, with every stat cited to a named source.
Read the full post →A data-led look at Anthropic's Claude and Google's Gemini in 2026: run-rate revenue, valuations, enterprise API share, user reach and distribution, with every stat cited to a named source.
Read the full post →A data-led look at the AI SEO industry in 2026: how many marketers use AI, how much of content production runs through it, what GEO services cost, the ROI marketers report, and what has happened to the job market, with every stat cited to a named source.
Read the full post →A data-led look at how consumers shop with AI in 2026: adoption across the US and UK, generational splits, category strength, retailer readiness and whether people will let agents buy, with every stat cited.
Read the full post →A data-led look at AI agents in 2026: enterprise adoption versus scaling, agentic payment rails, bot and agent web traffic, benchmark failure rates and market projections, with every stat cited and forecasts labelled.
Read the full post →A data-led look at AI in customer service in 2026: how much AI now handles, vendor resolution rates, the Klarna reversal, cost and jobs, and what customers actually think, with every stat cited.
Read the full post →A data-led look at AI-generated content in 2026: how much of the web is machine-written, whether it ranks, how unreliable detectors are, the dead internet theory and EU labelling law, with every stat cited.
Read the full post →eSIMs for Travel made its first real sale: a 5GB Morocco travel eSIM, bought at 9:56am and delivered automatically two minutes later, completely hands off. Then the customer came back and bought again.
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A weekend at Search Birmingham, the advanced UK SEO conference run by Charles Floate, with Koray Tugberk GUBUR on semantic SEO and a session on entity stacking.
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A six figure revenue dropshipping site with terrible CRO, awful design and poor SEO. Commercial traffic up within four weeks, then a high-risk payment processor roadblock nobody warned me about.
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Ste Bell, founder of Technically Creative, the branding studio for startups, is who I point clients to for high end brand and web design. Who he is, how he works, and the MachScale site that shows why.
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The end of a dream role leading SEO at London insurtech Zego: 400% traffic growth and 250% commercial intent growth in 12 months, and the decision to go full time helping insurance and fintech companies.
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A London meetup with Callum Devine, owner of paid social agency House of Devine, to plan Meta ads for Perfect Pet Insurance, part of the Tedaisy Insurance Group.
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My site on the big screen and a credit in Victoria Olsina's main stage AI automation presentation. What being named by respected experts does for entity authority.
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A weekend website rebuild with Ste Bell of Technically Creative, the branding studio for startups, for the lead generation business Tom Riley helped his brother build: 150K organic clicks, 20,000+ leads and seven figure partner clinic revenues.
Read the full post →A couple of days at Affiliate Gathering, the UK's biggest get-together for affiliate SEOs, with Craig Campbell, Kasra Dash, James Sheldon and David Johnson.
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Tom Riley's first Affiliate Gathering in York, surrounded by some of the UK's best SEOs: Liam Quirk, Craig Campbell, Christopher Kelly, Ryan Darani and Andreas Karle.
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A personal write-up from SEO Underground in London. Who was in the room, Peter van der Graaf breaking down the payday loans niche, and an evening with Craig Campbell.
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An independent, research-led roundup of the 14 best AI SEO consultants in the UK for 2026: what each specialises in, their own published positioning and self-reported results, plus links to their sites and profiles.
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An independent, research-led roundup of the 12 best GEO consultants in the UK for 2026: what each specialises in for generative engine optimisation, their own published positioning and self-reported results, plus links to their sites and profiles.
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AEO, GEO and AI search all point at the same shift: getting named by ChatGPT, Gemini, Claude, Perplexity and Google AI Overviews before a buyer ever reaches a results page. These are the people moving those citations.
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