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Why LLMs Ignore Clean Websites · 11 min

The Entity Problem

If a model cannot tell who you are, it will never risk recommending you.

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The Entity Problem

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For busy founders

  • One canonical business name, spelled identically everywhere.
  • Tie your site to your profiles so the model connects the dots.
  • Ambiguity is the most common reason a good business is skipped.