Learn how to prepare your business for AI search and check the results. Explore practical guides to product listings, shopping and booking, along with research and case studies.
Connecting AI and the web
Prepare product data, create an Algolia Public MCP URL, connect a compatible AI client and test prices and availability. Understand the limits of read-only search.
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AI shopping and booking
Prepare product questions and answers, connect supplemental data in Merchant Center, and distinguish worldwide attributes from region-limited AI reporting.
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Connecting AI and the web
See how a four-store business connected Claude to order data, then follow a limited read-access trial with prompts, checks and current-documentation caveats.
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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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Measurement and site improvement
Understand Disallow AI Training versus Block, inspect bot policies and robots.txt, account for Bing’s pending support, and verify actual crawl access.
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AI shopping and booking
Understand new product properties through a desk-lamp JSON-LD example, check visible content, and separate vocabulary validation from Google eligibility.
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AI shopping and booking
Follow an illustrative travel booking from preferences to availability, authorization and confirmation, with the planned 2027 launch kept separate from current access.
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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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AI shopping and booking
Follow Worldline’s UCP payment flow from product discovery to checkout, buyer approval and payment processing. Understand what the merchant still implements, the documented beta status and the eligibility questions to ask before integration.
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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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AIO and AI search
You do not need original research data to create useful articles. Learn how to turn customer questions, answers, and decision criteria into article plans, with worksheets and fictional before-and-after examples covering anonymization, question grouping, and evidence checks.
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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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AIO and AI search
Mistaken for a same-name company, or your site name and authors don’t show correctly? Align your company overview and official links, then describe them with Organization, WebSite and author structured data, and check the results after publishing.
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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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Measurement and site improvement
Getting visits but few inquiries for your business service? Use this worksheet and a fictional before-and-after example to review what pricing includes, extra charges, cost calculations, contract terms, and what happens after someone applies.
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AI shopping and booking
Learn how to read a Merchant Center misrepresentation notice, check business details and sales terms, and record corrections before requesting a review. Includes original sample worksheets. This is not a checklist that guarantees an issue will be lifted.
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AI shopping and booking
Cashfree’s GFF 2026 page describes voice AI contacting shoppers after payment failures. This article separates that use case from confirmed availability and results, and explains the information, example guidance, and conditions ecommerce managers should review.
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AI shopping and booking
If Google still shows an old price after you lower it on your product page, compare the page, the product data sent to Google, and the sale conditions. A fictional example explains where to make corrections and how to check approval status afterward.
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