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Koray Topical Map & Contextual Vectors

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Instructs on building a semantic topical map and contextual vectors using Koray's methodology.

seosemantictopical mapvectors
Agent trigger phrases: build a topical map · define contextual vectors · map semantic topic hierarchies · identify topic gaps in coverage

Phase 2: Topical Map & Contextual Vectors

  • Build Koray-style topical map: not just keyword clusters, but semantic topic hierarchies with entity relationships
  • Define contextual vectors for each topic: the directional semantic associations Google uses to evaluate relevance
  • Map vector intersections: where do multiple contextual vectors converge? Those are authority signals
  • Identify topic gaps: areas where the site has zero semantic coverage but competitors do
  • Build: core section + outer section + supplementary nodes
  • Prioritize: which topics build the fastest path to topical authority?

GATE: Topical map built with Koray hierarchy covering all entity attributes and contextual domains. Contextual vectors defined for all major topics. Vector intersections identified as priority targets.

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