The agent successfully gathered core information about nenitoveda.cz (what they offer, pricing, philosophy) from the homepage, but the site's navigation was severely friction-heavy: standard information architecture pages (pricing, about, contact) returned 404 errors, forcing the agent to rely on repeated fetches of the same homepage and to infer gaps (delivery method, team qualifications, booking process) from model reasoning rather than retrieved content.

• ›Steps [1], [3], and [7] fetched the same homepage URL repeatedly but returned different content sections each time—indicating either dynamic page rendering or the agent's LLM extracting progressively more granular information from the same source. All three homepages were content-bearing for the final answer.
• ›Navigation failure: steps [2], [4], [5] attempted to access `/en/pricing`, `/cenik`, and `/o-nas` respectively, all returning 404. The agent never discovered a working internal link structure for pricing, about, or contact pages, yet still recovered complete pricing data from the homepage itself.
• ›The homepage bundled services, pricing (both single and package rates by education level), target audience, and philosophy into a single fetchable page—sufficient for the task but requiring the agent to compensate for absent dedicated pages.
• ›Step [6]'s web search yielded no results specific to nenitoveda.cz and instead surfaced competitors; it was a routing dead-end and not used as a source for the final answer.
• ›Agent-identified gaps (delivery method, team bios, testimonials, booking process) represent information genuinely absent from accessible pages, not model confabulation—the agent explicitly flagged these as 'missing' rather than inventing them.