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Competitor and category gaps

Competitor and category gaps show where AI assistants recommend other tools instead of your startup.

Competitor gaps answer questions like:

  • Which incumbents appear more often?
  • Which alternatives are recommended before us?
  • Which competitors appear in categories we care about?
  • Which pages or sources seem to support those recommendations?

Category gaps show the topics and buyer problems where your startup is missing.

These gaps often point to content, positioning, or source-credibility work your team can prioritize.

Use gaps to decide which pages, comparisons, guides, integrations, and proof points to create next.