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Modules

Competitor intelligence

Pages, press, AI mentions, schema.

Competitor intel is structured around gap detection: where do peers have content, schema, or citations that you don't? The module ingests a set of competitor URLs and emits a single comparison table with five lanes:

  • Page coverage. Topics they rank on that you don't.
  • Schema coverage. JSON-LD types they emit that you skip.
  • Press footprint. Publications that cite them; the directory ranks each by your audience overlap.
  • AI mentions. Prompts where the engine cites them and not you.
  • Entity-graph density. How many cross-linked entities each peer has versus your workspace.

Live data fetch (SimilarWeb-style traffic, ad-spend) is on the Pro+ tier and requires the corresponding integrations to be wired.