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Field notes on AI visibility.

Research, methods and practical observations about how companies become easier for AI systems to understand, cite and recommend.

GEO and AEO panel with one candidate page connected to search intent, verifiable sources, internal links, AI citations and conversion metrics
7 min read

GEO / AEO candidate pages: how to choose the URL AI should cite

A practical method for choosing the candidate page that should support each AI answer, reducing cannibalization and connecting prompts, intent, proof, internal links and conversion.

  • GEO / AEO
  • Candidate pages
  • Citability
  • AI visibility
GEO and AEO answer blocks connecting website content, entity signals, internal links and artificial intelligence answer engines
6 min read

GEO / AEO answer blocks: how to write content AI can cite

A practical guide to turning pages and articles into clear, verifiable answer blocks that generative engines, conversational assistants and answer engines can cite.

  • GEO / AEO
  • Citable content
  • Answer engines
  • AI SEO