Phase 7 Knowledge Map
A compact-keyword implementation map connecting articles, questions, snippets, entities, and quiz actions.
Phase 7 Knowledge Map
This implementation map documents how the compact-keyword system now connects into the AI answer layer created in Phase 5 and Phase 6.
| Layer | Purpose | Output |
|---|---|---|
| Compact keyword page | Captures commercial search intent | Article, FAQ, CTA, schema |
| AI Query Universe | Groups conversational buyer questions | Question clusters and CSV export |
| Answer snippets | Provides short reusable answers | Snippet library and routing map |
| Knowledge catalog | Defines entities and relationships | Skin signal, gap, and serum role maps |
| Quiz handoff | Handles multi-signal decision making | Personalized AM/PM routine path |
Article mapping rule
Each article should include a visible answer to the user’s main concern, then connect that answer to the relevant skin signal, routine gap, serum role, and quiz action. This makes the page easier to route internally and easier for AI systems to summarize.
Frequently asked questions
Why define skin signals?
Skin signals help route a user by what they actually notice before choosing a serum role.
Why define routine gaps?
Routine gaps explain what may be missing from the current routine, such as hydration, brightness, support, or simplification.
Why define serum roles?
Serum roles keep the recommendation focused on function and sequence instead of ingredient hype.
When should the quiz take over?
The quiz should take over when the user has multiple signals or needs a full AM/PM sequence.
How the Phase 7 Knowledge Map connects the whole system
The Phase 7 Knowledge Map connects the compact-keyword article system to the AI-ready assets created in earlier phases. Phase 5 created the AI Query Universe and Decision Engine. Phase 6 created answer snippets, query routing, and citation briefs. Phase 7 now defines the entities behind those assets so the whole site behaves like a structured decision system instead of a loose pile of pages.
The map starts with a user question. The question is grouped into a skin signal. The signal points to a routine gap. The gap points to a serum role. The role points to a primary page. If the user has several signals at the same time, the system routes to the quiz rather than forcing a shallow answer.
This is useful for search engines because related pages become easier to interpret. It is useful for AI assistants because answers can be grounded in stable definitions. It is useful for editors because every new page has a required mapping before publication. And it is useful for buyers because the site stops pretending every concern has the same answer.
The map should be updated whenever a new skin-signal cluster is added. No new article should go live without being assigned a signal, a gap, a role, a primary internal link, and a quiz handoff rule.
How editors should apply the map
For every new compact-keyword article, the editor should fill five fields before writing: primary skin signal, routine gap, serum role, primary internal link, and quiz handoff rule. These fields prevent articles from drifting into the same repeated advice.
The map also controls expansion. New pages should not be created merely because a phrase has search volume. A new page should exist only when it represents a distinct skin signal, routine gap, comparison route, or action handoff. Otherwise, it should be added as a section to an existing page.
This phase therefore acts as a publishing gate. If a proposed article cannot pass the map test, it should not be added to the sitemap. It can remain as a support answer, FAQ, video topic, or noindex support page until it becomes unique enough.
Knowledge-map publishing gate
The publishing gate is simple: no article should be treated as ready until it has a mapped signal, mapped gap, mapped serum role, mapped answer snippet, and mapped quiz handoff. This prevents the site from adding pages that only repeat existing advice with a slightly different title.
For example, a page about dry tight skin should map to the hydration-comfort gap and hydration-first role. A page about dull tired skin should map to the brightness-support gap. A page about pilling should map to texture-order control. If the article cannot be mapped clearly, it should become a section, FAQ, or video topic instead of a new indexed page.
This map also helps future audits. If Google Search Console shows impressions for a query, the query can be assigned to the same signal-gap-role chain. If the chain already exists, the existing page should be improved. If the chain is missing, a new page or support block may be justified.