THE WININ JOURNAL
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Understand AI recommendations, publish useful information, and choose your next step with evidence.
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GEO across Chinese AI platforms: interfaces, language and buying context
Start cross-model monitoring with the buyer’s situation: which interface, language and constraints shape the question? Record those differences before
↗GuidesHow to build brand fact pages: from conflicting information to verifiable facts
When prices, features or service terms conflict across pages, buyers struggle to identify the current version. A fact page gives important information
↗GuidesHow to monitor AI recommendations: from question set to comparable retest
Same-conditions retest means measuring again with the same questions under the same conditions, so that before and after can be compared, while statin
↗GuidesSchema / JSON-LD checklist for GEO
Definition (site FAQ) : structured data is machine-readable markup (such as Schema or JSON-LD) that declares what something is, its price, availabilit
↗GuidesFrom customer questions to topic clusters: a GEO content guide
A topic cluster organizes articles around customer questions: a core guide explains the subject, supporting articles address distinct needs, and relev
↗GuidesAI crawler configuration: search, training and user-initiated access
Direct answer: AI-related crawlers are not a binary allow/disallow switch. At a minimum, separate three categories: training crawlers (such as GPTBot
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