The agent successfully mapped Handshake's core offerings, pricing, and positioning by fetching the homepage, employer pricing, and About pages, then grounded its competitive positioning against LinkedIn and Indeed using third-party blog comparisons. The site presented pricing for employers and AI training work clearly, but conflated its identity as a campus recruiting platform, AI gig marketplace, and learning platform without clear hierarchy, and withheld student/school pricing and detailed FAQ answers.

• ›The site's own pages (steps [0], [1], [2]) supplied complete employer pricing, three-sided marketplace positioning, and claimed user scale, but did not explicitly state whether job search is free for students—the agent inferred this from absence of stated fees rather than explicit confirmation.
• ›Handshake does not compare itself to LinkedIn or Indeed on its own site; the agent sourced competitive positioning entirely from third-party vendor blogs and review aggregators (step [3]), requiring external triangulation to answer 'how it's different'.
• ›The homepage conflates three distinct value propositions (campus recruiting, AI training gigs, learning courses) without prioritizing which is primary, leaving the agent to flag 'core identity is blurred' as a confusing gap—this is a genuine UX/positioning clarity issue, not a retrieval failure.
• ›The agent encountered a truncated response on step [3] (search results) and noted 'More truncated, 468 more chars' but still cited those results as valid sources for competitive positioning; the agent treated search snippets and linked blog content as sufficient even when incomplete.
• ›School and student pricing were not published on any fetched page; the agent explicitly called this out as missing, grounding the gap in specific URL visits (employer pricing page, homepage, About) rather than speculating.