b/cited
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[ Term ]

Coverage Diff

The LLM's read on what's missing from your existing site coverage for a topical cluster. Appears in every generated content brief.

A coverage diff is a short LLM-generated assessment of how thoroughly your current site covers a topical cluster — and what's missing.

It's the section of a Content Brief that answers "should I actually write this, or do I already have a page that does the job?"

Example

For a hypothetical project, the coverage diff for a "data glossary tools" cluster might read:

Your site has one page on data glossaries (/blog/build-a-data-glossary) but it focuses on the why and not the comparison shopping. The cluster's top queries (best data glossary tools, data glossary software, comparison) all want a comparison-shaped page, which doesn't exist. Recommend a new buyer's-guide page rather than expanding the existing post.

What inputs it sees

The LLM gets:

  1. The cluster's top queries by impressions
  2. URLs already ranking for cluster queries + their average positions
  3. The cluster's ownership status (gap / partial / cannibal / owned)
  4. A summary of the queries the dominant URL doesn't currently rank for

From that it can usually tell whether the right move is "expand the existing page" vs "write a new page" vs "this cluster is fine, skip."

When the coverage diff says "skip"

We don't filter out clusters from brief generation — if you generate a brief for an already-owned cluster, the coverage diff will tell you it's not worth the work. Trust it. The free tier's 3-brief lifetime cap exists so you spend that budget on real gaps.

[ Related ]
Coverage Diff — Glossary — BCited