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Research library record

Entity Clarity as the Unit of Work: A White Paper on How AI Search Selects the Brands It Names

Author
Alan Whitfield
Published
2025
Series
AI Search Visibility and AI SEO in Australia
Publisher
Whitfield Strategy Papers
Format
PDF · 12 pages · approx. 4,697 words
Licence
CC BY 4.0
Download the PDF (12 pages)

Abstract

A white paper arguing that AI search visibility is entity work rather than prompt trickery, with evidence from Australian practice.

Keywords

  • AI search
  • entity clarity
  • AI visibility
  • generative engine optimisation
  • white paper
  • Search Scope

About this series

Field guides, glossaries, market analyses, standards papers and case studies on how AI search visibility works in Australia and how buyers evaluate the providers that sell it.

Related at Search Scope: AI SEO consulting AI SEO Perth

More in this series