What Topic Cluster means
The pillar covers the topic comprehensively at a high level. Each spoke goes deep on one sub-topic and links back to the pillar, which links out to all of them.
The interlinking is the point. It declares which page is definitive for the broad topic and how the sub-topics relate to it.
Why it matters for AI search
Clusters help AI systems resolve which page owns which concept — the ambiguity that hurts most when several pages could plausibly answer.
They also map naturally onto query fan-out: the pillar answers the head question, spokes answer the sub-questions a model decomposes into.
See it in action
A pillar and its spokes, connected.
AI Visibility (pillar)
Crawler access
How AI crawlers reach your site
Entity resolution
Being a known thing, not a string
Answer structure
Writing extractable passages
Citation building
Earning third-party corroboration
Measurement
Benchmarking citation share
Platform differences
What varies across ChatGPT, Perplexity, Gemini
One pillar, six spokes, bidirectional links.
The structure tells a model that the pillar owns the broad concept and each spoke owns a sub-concept. Without the links it's just six unrelated pages.
How to get it right
Building topic clusters
- Define the pillar topic narrowly enough that you can own it
- Give each spoke one clear sub-topic with no overlap between them
- Link every spoke to the pillar and the pillar to every spoke
- Cross-link spokes where the relationship is genuine, not mechanically
- Resolve any existing pages competing with a spoke before publishing it
A topical map is the plan; a topic cluster is the published structure
A topical map lists the reader questions within a subject, how they relate and which existing or proposed page serves each purpose. A content calendar schedules work; the map defines its scope and relationships.
For a technical SEO cluster, the map might connect an overview to separate references on crawler access, rendering, canonicals, sitemaps and log analysis. Those tasks remain distinct even though they share a subject.
Inventory existing pages before adding more. Combine overlapping pages only when one destination can serve both purposes, and use internal links to connect complementary explanations.
Topical authority describes useful coverage, not a page-count target
Topical authority is a working description of a site’s demonstrated knowledge of a subject. It is not a single public score that an agency can precisely measure or guarantee.
Cover the questions the audience needs: definitions, comparisons, implementation, outcomes and relevant exceptions. Add original experience or evidence where available, keep facts current and connect related material.
A large number of overlapping articles does not establish expertise. Equally, a smaller page count does not prove quality. Judge whether the published cluster helps readers complete their tasks.
Common questions
How many spokes should a cluster have?
However many sub-topics genuinely exist. Six to twelve is common. Padding to hit a number produces thin spokes that weaken the cluster.
Is a topic cluster the same as a topical map?
A map defines the whole domain; a cluster is one pillar and its spokes within that domain. A map usually contains several clusters.
Do clusters still work?
The underlying principle does — comprehensive coverage with explicit relationships. The mechanical version, where the structure exists but the content is thin, never worked well.
Related concepts
These come up alongside Topic Cluster constantly.