Agent successfully assembled a coherent explanation of Sermo's business model, target users, and competitive positioning from the homepage and about page, supplemented by competitor comparison pages. Site navigation was poor (multiple 404s on likely paths), forcing the agent to rely on web search and direct URL guessing, but core identity information was accessible via homepage and /about.

• ›Homepage [1] delivered the core positioning and feature set in a single well-structured fetch; this was the primary source for 'what they do' and 'who it's for'.
• ›About page [5] provided historical context and explicit competitor comparisons (Doximity, M3) that grounded the differentiation section, and was directly cited in sources.
• ›Sermo vs. Doximity comparison page [8] was the only successfully fetched comparison resource and was explicitly cited; it contained the specific feature contrasts (workflow vs. community, compensation, anonymity) that powered the differentiation answer.
• ›Agent encountered heavy friction: 3 consecutive 404s on guessed URLs (/for-pharma, /physicians, /how-it-works, /sermo-for-business), indicating poor internal link structure or outdated URL patterns; agent recovered by using web search to find comparison pages.
• ›Critical gaps remain unfilled by site content: B2B pricing, individual survey payment amounts/frequency, verification process details, and free vs. premium tier structure were inferred as missing rather than retrieved—these were correctly flagged as confusing in the final response.