Start with strong source content
Pages should answer real questions clearly, support claims and make entities and relationships easy to understand.
Entity consistency matters
Business names, services, locations, people and other important entities should be represented consistently across the site and credible external profiles.
Structured data can clarify
Supported schema can help describe page and entity types, but it should reflect visible content rather than manufacture facts.
Do not abandon traditional search
Organic rankings, local search, crawlability, content quality and authority remain foundational. Treat AI visibility as an extension of the search ecosystem, not a separate shortcut.
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