UK demand runs 12 to 1 in Shopify’s favour, but the SEO differences are structural rather than promotional: URL shape, filter behaviour and how much of the template you control. What changes in practice, and which mistakes each platform makes easy.
The UK ecommerce SEO research cluster runs at roughly 380 searches a month and every term in it is rated LOW competition, while the head term costs £56.42 a click. Why the product page is the right place to start, and the technical failures that hold catalogues back.
UK searches for chatgpt shopping run at 251 a month with a competition index of 4 out of 100. OpenAI’s published product feed asks for nine required fields and currently targets US markets, which puts UK shops on the open-web route. What that means in practice.
AI engines weight schema types differently, and markup Google dropped for rich results still earns AI citations. A per-engine schema priority matrix for 2026.
AI engines reason over entities, not keywords. This 7-step audit compares your content to a Wikidata or Google Knowledge Graph snapshot to find the entities you are missing.
We A/B tested two identical UK pages, one with FAQPage and Article schema, one without, across 30 buyer-intent prompts on ChatGPT browsing mode. The schema variant was cited 2.35x more often. Full ablation data.
Structured data improves AI search visibility by giving AI systems a machine-readable map of your content. Instead of relying on AI to infer meaning from.
Conversational AI assistants are becoming the first stop for product research. Instead of browsing category pages or scrolling through search results.
“Your Money or Your Life” (YMYL) content refers to information that can affect a person’s health, finances, safety or general.
Answer Engine Optimisation (AEO) and its cousin, Generative Engine Optimisation (GEO), entered the SEO lexicon in 2024–2025 as AI assistants and.
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