The agent successfully understood MeditatiiMate's core value proposition—a Romanian math-only tutoring platform connecting students with verified teachers—by discovering and extracting information from the llms.txt file and the teachers page. The site's information architecture was poorly navigable via conventional paths (/pricing, /about, /faq all returned 404s), forcing reliance on a machine-readable metadata file and prior knowledge to assemble a coherent picture; the agent filled gaps with reasonable inferences but could not confirm several operational details.

• ›Step [7] (llms.txt) was the decisive content source: it contained the only accessible, human-readable explanation of what the platform does, who it serves, and core pricing (80 RON/session). This file exists specifically to aid machine understanding and was the sole reliable source of structured product information.
• ›Steps [3–5] revealed the site's poor discoverability: /pricing, /about, and /faq all returned 404s, indicating either a sparse site structure or missing documentation. The agent had to work around the absence of conventional help/info pages.
• ›Step [9] (profesori page) was cited as a source but the truncated response provides no visible detail about how the teacher-matching flow actually works, verification criteria, or pricing mechanics—the agent had to synthesize or infer these from the llms.txt summary.
• ›The agent did not retrieve actual homepage content with rendered text (responses were HTML stubs with CSS/script references). The homepage likely contains matching form UI and messaging, but the agent could not extract this information from the raw markup.
• ›Several critical gaps remain unresolved: how teacher verification is enforced, the platform's business model, how the matching algorithm works, and average price ranges. The agent correctly flagged these as 'confusing or missing,' indicating awareness of incompleteness.
• ›Step [11] (web search) did not contribute to the final answer—no competitor or external source was cited or used, only the platform's own llms.txt and profesori page were cited.