• Basics of marketing

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Why Conversational Discovery Demands Context Over Keywords Search is moving from a page of ranked links toward answers assembled through dialogue. Users now ask complete questions in search boxes, voice interfaces, workplace assistants, and generative discovery tools. They expect systems to understand intent, distinguish between similar entities, remember conversational context, and return an answer that is useful for the next decision. A query such as “Which of our enterprise software options supports regional data residency and integrates with our existing CRM?” is not simply a collection of keywords. It requires the system to connect products, capabilities, organizations, locations, policies, and user requirements. Traditional SEO snippets were designed to improve visibility within a results page. They can communicate a title, description, rating, price,