{"slug":"koray-topical-map-contextual-vectors","title":"Koray Topical Map & Contextual Vectors","tags":["seo","semantic","topical map","vectors"],"agent_summary":"Instructs on building a semantic topical map and contextual vectors using Koray's methodology.","trigger_phrases":["build a topical map","define contextual vectors","map semantic topic hierarchies","identify topic gaps in coverage"],"runnable":true,"markdown":"## Phase 2: Topical Map & Contextual Vectors\n\n- Build Koray-style topical map: not just keyword clusters, but semantic topic hierarchies with entity relationships\n- Define contextual vectors for each topic: the directional semantic associations Google uses to evaluate relevance\n- Map vector intersections: where do multiple contextual vectors converge? Those are authority signals\n- Identify topic gaps: areas where the site has zero semantic coverage but competitors do\n- Build: core section + outer section + supplementary nodes\n- Prioritize: which topics build the fastest path to topical authority?\n\n### 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.\n","html":"<h2>Phase 2: Topical Map &#x26; Contextual Vectors</h2>\n<ul>\n<li>Build Koray-style topical map: not just keyword clusters, but semantic topic hierarchies with entity relationships</li>\n<li>Define contextual vectors for each topic: the directional semantic associations Google uses to evaluate relevance</li>\n<li>Map vector intersections: where do multiple contextual vectors converge? Those are authority signals</li>\n<li>Identify topic gaps: areas where the site has zero semantic coverage but competitors do</li>\n<li>Build: core section + outer section + supplementary nodes</li>\n<li>Prioritize: which topics build the fastest path to topical authority?</li>\n</ul>\n<h3>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.</h3>\n"}