Study reported AI search and commerce results alongside the actions taken. Check the original source, time period and starting conditions before deciding which content, research or measurement practices to try.
Case studies and research
Compare AIO case studies by what was changed, what was counted and who reported it. This list keeps revenue, inquiries and customer counts apart so you can choose which actions to try yourself.
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Case studies and research
A specialist manufacturer reported 37.5% more organic search sessions after combined SEO and AI-search work. The useful lesson is how its content helped buyers choose, not a promise that AI optimization alone delivers that growth.
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Case studies and research
An agency reported organic growth but could not measure inquiry conversion. Use a known test to match form receipts with analytics, locate missing or duplicate events, and separate visits from business outcomes.
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Case studies and research
A Canadian tutoring case shows how local customer questions can shape useful content. Group inquiries, check existing coverage, gather evidence, and build one article while keeping visibility metrics separate from applications.
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AI shopping and booking
A small store's reported ChatGPT growth leads into a practical product-page exercise: verify buyer questions, edit descriptions, check the storefront, and measure visits separately from purchases.
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Case studies and research
An agency-reported financial-services case study shows AI share of voice rising from 22% to 45%. Turn its customer-focused media approach into an evidence-based plan.
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Case studies and research
A New Zealand study found Google AI Overviews on 96% of its cost and pricing searches. Learn what the figure measured, what your pricing page should answer, and how to check your visibility in Search Console.
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Case studies and research
LogoClothz reported about 2.2× tracked AI referral revenue. Explore its answer-first articles and link repairs, then improve one product page with verified answers, working links and separate checks for recommendations and purchases.
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Case studies and research
Merge researched buyer questions and AI-cited pages before writing comparison content. Explore the actual linked article and the provider’s reported sevenfold increase in AI-search demo requests.
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Case studies and research
Omnilux used citation and question research in content and PR. Explore its reported AI-attributed revenue share change from about 1% to 3%, while separating AI accesses, human visits and orders.
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Case studies and research
Runpod reportedly found and fixed articles whose body content was not fully picked up by AI systems. Review what the case describes, then learn how to check in Search Console whether a key sentence on your page is retrieved and what to inspect if it is missing.
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Case studies and research
Before adding articles for AI search, B2B companies can find gaps in existing pages and choose to keep, correct, combine, or create. This guide uses a case study and worked examples, and shows how Search Console’s generative AI report can help narrow down pages.
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Case studies and research
Plaid’s two-person search marketing team uses Profound for AI search research and content improvement proposals. Explore the case and AgentSignal’s proposed weekly work plan for turning findings into update candidates, editorial checks, and regular reports.
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Case studies and research
Lake.com, a lakefront rental platform, created articles based on AI search question patterns. This article explains what its reported 5x figure measures and shows how accommodation providers can choose articles by splitting traveler questions into destination, activities, and lodging.
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Case studies and research
What do Go Fish Digital’s reported 83.33% increase and 25x figure actually measure? This article explains the numbers, then shows how to organize buyer questions, record a baseline, and add answers to pages, using a fictional pricing page.
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Case studies and research
Ahrefs reported that AI-referred visits land on pages beyond its blog. Learn how to find the landing pages for your own AI traffic and choose which pages to improve first.
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