The agent gathered a mostly complete understanding of BU's core offering and target market, but could not locate pricing information—a critical gap for the assigned task. It relied heavily on two machine-readable documentation files (llms.txt and llms-full.txt) that the site publishes for LLM consumption; the homepage and routing pages were uninformative HTML shells because the UI is client-side rendered. The site is well-documented for identity purposes but poorly navigable for pricing discovery.

• ›Steps [7] and [10] returned the only substantive, machine-readable answers: llms.txt and llms-full.txt contained detailed feature descriptions, target audience (Georgian grades VII–XII NAEC exam candidates), curriculum alignment, and compliance posture. These were the agent's primary source for 'what they do' and 'who it's for.'
• ›Step [1] (homepage) returned only a truncated HTML shell with no visible content—the site is a client-side SPA and serves no meaningful text in the initial fetch. Steps [3], [4], [5], [14] all returned identical HTML, confirming routing pages do not host distinct content.
• ›Pricing was completely absent from all fetches. The agent attempted /pricing, /api/pricing, and /api/plans routes and conducted two web searches; all returned no results. The only pricing hint was a metadata 'minimum price of 0' mentioned in llms-full.txt, which the agent correctly flagged as insufficient.
• ›The agent had to assemble its answer primarily from prior knowledge embedded in the llms.txt artifacts rather than discovering it from the public site structure. No comparison to alternatives, competitor analysis, or English marketing materials surfaced during the run.
• ›The site is highly agent-ready for identity (via llms.txt/llms-full.txt) but extremely poor for discovery and payments layers—pricing is simply not published in any fetched form.