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Competitor Mention Detector

Finds every competitor reference in a batch of text and returns context and sentiment.

Module
Tools
where it lives

What it does

Finds every competitor reference in a batch of text and returns context and sentiment

Accepts a batch of articles, reviews, transcripts, or other text and a list of competitor names to watch for. Returns each mention with surrounding context, the sentiment of the reference, and the specific claim being made. The full batch runs in one call, with mentions grouped by competitor in the response.

When you’d reach for it

  • Scanning a quarter of prospect call transcripts for competitor mentions ahead of a renewal cycle.
  • Reviewing a feed of customer reviews for references to competing tools across categories.
  • Combing chat and support transcripts for competitive intelligence drawn from real customer conversations.