The agent successfully gathered enough information to explain KEIP's mission, audience, and differentiators, but pricing remained opaque—tuition amounts were referenced but not legible. The site is organized and content-rich for admissions purposes but lacks marketing-style positioning and competitive context.

• ›Step [7] ('про-кафедру') was the richest source for differentiators: it exposed the 1992 founding, faculty roster (7 professors, 17 associate professors), research groups, and practical industry integration—facts the agent used to build the 'What Makes Them Different' section.
• ›Step [8] (bachelor's admission page) explicitly mentioned tuition costs exist but acknowledged 'the specific tuition amounts are not legible'—a clear site friction point: pricing information is embedded in an image rather than text, making it inaccessible to the agent and likely to international applicants.
• ›Steps [1] and [3] provided overview structure (mission, programs offered, menu organization) but lacked detail; the agent had to traverse deeper pages [7], [8], [9] to answer the substantive questions, indicating the homepage is a router rather than a content source.
• ›Step [9] (educational programs) listed program offerings (Economics, Commerce & Trade specializations) but did not provide curriculum details, career outcomes, or employer partnerships—gaps the agent flagged in the final response's 'missing' section, relying on model inference rather than site claims.
• ›The site uses Ukrainian-language URL slugs throughout; the agent successfully navigated this by URL-encoding and following links rather than guessing, showing good adaptation but also indicating the site is not optimized for cross-language automated discovery.