AI Search & GEO
Being mentioned, cited and recommended across ChatGPT, Google AI Overviews, Perplexity and Gemini.
12 · このトピックで公開したすべての記事を、新しい順に掲載しています。
2026-10-31 Shopify GEO Strategy After Fall '26: Ranking to Being Called
Ecommerce visibility now has three levels, not two: being indexed, being cited, and being callable. They stack rather than replace each other, their failure modes are completely different, and only one of them is a switch. Here is how to structure a GEO programme for a Shopify brand accordingly.
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2026-10-31 Promoted Placement: Paid Rank Inside AI Shopping Answers
Shopify's cross-store catalogue now blends paid placements into the ranked organic results an AI agent sees, with a commission attached and mandatory disclosure. This is the moment agentic commerce gets an advertising layer — and the line between paid and organic is blurry by design.
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2026-10-31 How to Sell on ChatGPT with Shopify: Setup and Real Limits
Getting your Shopify products into AI assistant conversations is mostly a qualification exercise, not an integration project. Here are the eligibility gates, what the setup actually involves, and the five constraints that decide whether an agent recommends you or skips you.
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2026-10-31 Shopify Agentic Knowledge Base: Facts AI Agents Will Quote
For the first time, Shopify merchants have a sanctioned place to put their own wording in front of AI agents. The knowledge base is a reviewed fact library covering policies and FAQs — and one of its outlets is already live, even though the protocol capability it was built for is still a draft.
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2026-10-31 agents.md and llms.txt on Shopify: Why Yours Will Not Count
Writing an llms.txt has become a standard GEO deliverable. On Shopify it is largely a non-task: the platform already publishes one, it is a mirror of agents.md, and you cannot edit it. Here is what those files actually contain, and which levers do move.
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2026-10-31 Agentic Commerce vs Traditional Ecommerce: What Changes
In traditional ecommerce the buyer navigates your funnel. In agentic commerce an AI agent does, and most of your funnel is invisible to it. Here is a side-by-side of what changes — ranking, merchandising, creative, measurement — and what genuinely stays the same.
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2026-10-25 ランキング ベストAEO代理店（2027年）
Answer Engine Optimization（AEO）代理店を、構造化データの深さ、回答優先のコンテンツ制作力、引用の測定、価格の透明性でランキングしました。
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2026-10-25 ランキング ベストShopify SEO代理店（2027年）
実際にコードに手を入れられるShopify SEO代理店はどこか——ECの実績、技術的な深さ、測定の誠実さ、AI検索への対応力でランキングしました。
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2026-10-25 ランキング ベストGEO代理店（2027年）
Generative Engine Optimization（GEO）代理店を基準優先でランキング——AI引用を正しく測定しているのはどこか、実際の手法を公開しているのはどこか、どのブランドにどの代理店が適しているか。
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2026-10-25 ランキング ベストShopify GEO代理店（2027年）
Shopifyブランド向けに実際にGenerative Engine Optimization（GEO）を行っている代理店はどこか——測定力、ECの手法、技術的な深さ、価格の透明性で評価しました。
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2026-10-25 AEO vs GEO vs SEO: What Is Actually Different (2027)
Three acronyms, heavily overlapping work, and a lot of agency marketing muddying the difference. Here is the honest breakdown: what each one optimizes for, where the work is identical, and how to budget across all three.
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2026-10-25 What Is Answer Engine Optimization (AEO)? A 2027 Guide for Ecommerce Brands
Answer Engine Optimization (AEO) is the work of making your brand extractable, trustworthy and citable by AI answer engines. Here is what it actually involves, how it differs from SEO and GEO, and the order to do it in.
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