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Do case studies help AI recommend you?

Case studies are one of the more underrated AI-visibility assets because they hand a model exactly what it looks for when deciding whether to name you: concrete, specific, verifiable evidence of what you do, for whom, and with what result. A page that says we helped a mid-size HVAC company in Phoenix cut no-show appointments by a third gives an assistant a quotable fact tied to a real industry, location and outcome — far more matchable to a buyer's question than a generic we deliver results claim. Well-structured case studies also deepen your topical authority: they prove you work in a niche, name the problems you solve in plain language, and often earn links and mentions when the featured client shares them. The move that works is writing each case study in readable text (not locked in a PDF or image), naming the specifics — industry, situation, approach, measurable outcome — and keeping the claims honest and checkable, because models increasingly weight verifiable specifics over marketing adjectives. Done well, a library of case studies makes you the obvious, evidence-backed answer to a whole class of narrow questions.

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FAQ

Why do case studies help with AI visibility?Because they give the model concrete, specific, verifiable proof — a real client, industry, situation and measurable outcome — that is far easier to match to a buyer's question than generic results claims, and they deepen your topical authority in a niche.
How should I write case studies for AI?In plain readable text on your own site, not buried in a PDF or image; name the specifics — industry, problem, approach, measurable result — keep the claims honest and checkable, and link them from your relevant service pages so they reinforce the right entity.
How do I check what AI can read on my site?Run a free Cited scan — it checks the AI-search readiness signals on your website (crawler access, llms.txt, structured data and answer-ready content) and lists the fixes to make first.

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