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Competitors

Track the alternatives your users compare you against, with typed research sources the AI can cite.

A competitor entry tracks an alternative your users might choose instead — a direct rival, an adjacent tool, or the spreadsheet they'd fall back to. Competitor context sharpens comparative AI output: a design-comparison or persona-reaction block that knows the alternatives can say compared to what.

What a competitor holds

  • Name — who they are.
  • Website — the competitor's primary URL (required). If another competitor already uses the same website, you're warned before adding a duplicate.
  • Research sources — typed links into their public material:
Source typeUse it for
Product pageWhat they claim the product does
PricingPackaging and price points
DocsHow the product actually behaves
Comparison pageHow they position against others (including you)
Blog / changelogDirection and shipping velocity
Support articleWhere their users struggle
OtherAnything else worth keeping
  • Internal context — private notes such as positioning, wins and losses, or sales objections.
  • AI usage — switches for what AI may use when the competitor is attached to a project: Use the website, Use research sources, Use internal notes, and Allow public web discovery (search beyond the sources you provided).
Competitor entry with research sources
Competitor entry with research sources

How competitors are used

  • Attached to projects as context for AI features — AI reads a competitor only when it's attached to a project, and only the sources its AI usage switches allow.
  • Linked from evidence — an evidence item names the competitors it's about, and AI context carries that link along with the finding.

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