$ man topic-clusters

Topic Clusters

A content architecture where a pillar page covers a broad topic and links to supporting cluster pages that go deep on subtopics, all cross-linked to build collective authority.

by Shawn Tenam

Topic clusters are how you signal to both search engines and AI engines that you own a subject. One pillar page on GEO links to supporting pages on content extractability, entity authority, answer blocks, schema markup, AI crawlers. Each supporting page links back to the pillar and to each other. ShawnOS runs three pillars: GEO, Content Engineering, and SEO in the AI Era. Each pillar has 8-10 supporting pages. The cluster structure tells AI engines this site has comprehensive coverage of the topic.

The data files are the cluster. engineering-terms.ts categories are natural clusters. The related array on every entry creates the cross-links. Wiki entries link to knowledge terms. How-to guides reference wiki entries. The monorepo makes cross-site linking between shawnos, gtmos, and contentos seamless.