The agent tracks every major competitor across a comprehensive set of signal sources: product release notes and changelogs, website copy changes (messaging pivots, new feature claims, pricing page updates), review site activity on G2, Capterra, and Trustpilot (new reviews, review volume spikes, sentiment shifts), job postings (which functions are being staffed signals strategic direction), press releases and news coverage, and social media (launch announcements, executive positioning, customer win posts). Coverage is automated and continuous — not a quarterly competitive research project.

Generic competitive intelligence in a shared Notion doc doesn't influence deal outcomes — because reps don't read it. The agent surfaces competitive intelligence to the rep who needs it, at the moment they need it: when a deal has a specific competitor tagged in the CRM, the agent pushes relevant recent signals about that competitor directly to the rep as a deal activity notification. A pricing change by the competitor the rep is selling against surfaces in the deal view. A new feature announced on Monday shows up in the Tuesday deal briefing before the discovery call.

Review sites are the most honest source of competitive intelligence — customers write what they won't say to a sales rep. The agent analyzes competitor review patterns on G2, Capterra, and Trustpilot to identify recurring complaints, feature gaps, and common reasons for giving low scores. These patterns become the objection-handling material in battlecards and deal prep briefings. When 23 recent reviews of a competitor mention data accuracy problems in enterprise accounts, that's not anecdotal — it's a systematic weakness that reps can address proactively in competitive deals.

Not all competitive signals are relevant to individual deals — some are strategic and require a response from leadership or product. A competitor announcing a new product category, making an acquisition, cutting pricing for a specific segment, or pivoting messaging to address the same audience you're targeting: these require a different level of response than a feature update. The agent routes strategic signals to leadership separately from deal-level intelligence — with a summary of the signal, what it implies strategically, and suggested response options.