The agent assembled a comprehensive overview of MÉDÉRIC by combining direct site fetches with web search results and external sources, successfully answering what the school does, who it serves, and how it differs from competitors. However, the site itself provided minimal structured information—pricing details, detailed curriculum, and admission requirements were largely absent from cfamederic.com, forcing the agent to rely on prior knowledge, search results, and external sources (Onisep, L'Étudiant, Parcoursup) to fill gaps. The site is navigable but information-sparse on key decision factors.

• ›The homepage and formation pages (steps 1, 4, 12, 14) returned HTML stubs with no visible rendered content in the truncated responses—agent had to infer structure from URLs (/formations, /formations-cuisine, /formations-hotellerie) and external sources rather than reading rich page content.
• ›Pricing information was not discoverable on the site itself—steps 5 and 6 (attempts to fetch /tarifs and /prix) returned 404s, and the agent ultimately sourced pricing context from web search and prior knowledge about the French apprenticeship system, not from cfamederic.com.
• ›The agent successfully located key pages via navigation and guessing (/qui-sommes-nous, /informations, /candidatures all returned 200s in steps 11, 15, 16), but the truncated response bodies suggest the site relies on JavaScript rendering; the agent could not extract detailed content from these pages and had to supplement via external sources (Onisep, L'Étudiant, Parcoursup, Collège Culinaire de France).
• ›Web searches (steps 18, 19, 21, 22, 24, 25) returned richer context than the site itself, indicating the site's SEO presence is strong but its on-page content depth is weak—external third-party pages (Onisep, L'Étudiant, Parcoursup) published more structured information about MÉDÉRIC's offerings, success rates, and positioning than cfamederic.com.
• ›The agent correctly flagged what was missing from the site: detailed curriculum, instructor credentials, admission requirements, transparent fee structure, and differentiation messaging—all critical for an 'understand and explain' task, yet none were clearly accessible on cfamederic.com.