Field notes

What we're learning about AI search in 2026.

Frameworks, breakdowns and field reports on how brands get found, cited and recommended by humans, search engines and AI.

When AI Overviews get it wrong, it can cost you

A customer asked why Google said my matcha lasts 30 days. It doesn't. A real case study on how an AI Overview misread a product, why it happened, and the visibility audit every business should run this week.

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AI writing tells: the words and structures that give AI away

Using AI to write but don't want to sound like AI? Same. Here's the list of AI words, sentence structures and writing styles we avoid like hell when crafting copy at Everwilde One.

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The best AI shopping assistants used by retailers in 2026

The assistants retailers are putting on their own storefronts: Alexa for Shopping, Sparky, Pixie, Buddy, Tesco and more. What each one does, and the 4 metrics that tell you whether yours is actually working.

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How to optimise Shopify for SEO and AI visibility

Shopify is not bad for search. It just makes decisions for you, and leaves the parts that matter most to AI undone. A question-and-answer guide to the problems Shopify creates, and the fix for each one.

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AI search statistics 2026: the latest data on spending and trust

The latest AI search statistics, updated monthly. Verified data on AI Overviews, generative AI search adoption, conversion and trust across retail, B2B, travel and finance. Every stat traced to a real source.

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What is an entity in AI search visibility?

An AI entity is a real-world thing AI systems can identify, categorise, and connect to other things. Why entities have replaced keywords, and why some businesses get cited by ChatGPT while others get ignored.

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What is Search Everywhere Optimization?

SEO used to mean one thing: getting your page to rank on Google. That definition is now too small. Search Everywhere Optimization is what the job has become, and what your business needs if it wants to be found in 2026.

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The AI visibility tools sense-check

There are dozens of tools claiming to measure your business's visibility inside ChatGPT, Perplexity, Gemini and Google AI. Here's a practitioner's read of who's doing what, who's useful, and what no tool on the market will do for you.

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How to use entity strategy for AI search visibility

A practical seven-move framework for building a strong AI entity footprint. Three foundational moves, three amplifiers, one forward-looking. Done in order, they make your business clearer, easier to cite and harder to ignore in AI search.

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Content: the boring work behind AI visibility

AI visibility is a content problem. The brands winning are doing the unglamorous editorial work that actually compounds. Metadata, entity consistency, editorial governance, content systems. Less exciting than prompts. More effective.

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Why AI visibility is not just SEO rebranded

A grown-up take on what's the same, what's genuinely new, and the question to ask your SEO agency before you pay them another invoice for "GEO".

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I'm not an AI expert. I'm a communication one.

A personal essay on twenty-five years at the seam between humans and machines, the panic cycles I've watched come and go, and why I started Everwilde One.

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