Strategy & Tactics
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How do you prepare for voice search and AI assistants?
Voice search and AI assistants reward direct, conversational answers. FAQ schema, concise definitions, and structured how-tos perform best alongside strong entity signals.
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How do you optimize a corporate website for AI crawlers?
Clean HTML, structured headings, schema markup, fast load times, accessible content (no critical content behind JavaScript), explicit entity attribution, and authoritative citations within the text.
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How does Wikipedia content feed into AI model responses?
Heavily. Wikipedia is one of the most-cited sources in LLM training and retrieval. The article (or the absence of one) shapes how every major engine describes a brand, executive, or topic.
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How do you prepare a company for AI-driven due diligence?
Audit AI responses to investor- and journalist-style prompts about the company and principals, identify source-level gaps, and remediate before deal processes begin.
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What is the relationship between Google search results and AI responses?
Shared signals, different outputs. Both rely on entity data, Wikipedia, structured content, and authoritative sources.
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