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Topic clustering

Theme clustering across episodes to guide content planning and SEO hubs.

Backstory

Why this exists

Without a map, you repeat yourself or miss gaps. Clusters show what you already own and what to record next.

How it helps

  • Plan series and hub pages
  • Spot over-covered vs missing topics
  • Align blogs to real archive strength

How it works

From setup to outcome

  1. 01

    Topics extract across episodes

  2. 02

    Clusters group related talks

  3. 03

    You plan from the map

Pros

  • Strategic view of the catalog
  • Supports pillar content
  • Informs guest booking

Tradeoffs

  • Early catalogs look sparse
  • Clusters are guides not mandates
  • Needs periodic review
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