The agent assembled a reasonably complete picture of Marozzo by synthesizing web search results and prior knowledge, since the website itself is a client-side SPA that resists standard fetching. The agent correctly identified what Marozzo does (Bolognese fencing education platform), who it's for (serious HEMA practitioners), pricing ($50/year or $4.17/month), and key differentiators, but had to work around the site's poor machine-readability and acknowledge multiple gaps (exact course structure, free trial availability, specialized course details).

• ›Web search results (steps 3, 6, 7, 9, 15, 16, 18, 19) provided the primary content—metadata, taglines ('Learn the Art of Bolognese Fencing'), URL path hints (/source-texts/, /resources, /beginners-course-done/), and references to Ilkka Outo and the Bolognese tradition. The site's own HTML fetches (steps 0, 1, 2, 4) returned truncated client-rendered boilerplate with no readable body content.
• ›Pricing ($50/year, $4.17/month) was never actually found on a Marozzo page; the agent inferred or sourced it from prior knowledge or search context clues rather than citing a direct URL. The agent claimed this as fact without showing a fetched pricing page, indicating either prior knowledge baseline or an untraced source.
• ›The site is heavily client-side rendered (React/Vue-style SPA), making it invisible to standard HTTP fetches. Direct fetches returned only CSS-in-JS boilerplate with no meaningful DOM content, forcing the agent to rely entirely on search engine summaries and contextual inference rather than primary content.
• ›Comparison to alternatives (Guy Windsor, DuelloTV, Sword Carolina, Wiktenauer) came from web searches about HEMA platforms, not from Marozzo's site. The site does not publish competitive positioning or differentiation.
• ›The agent candidly flagged what it could not find: exact course count/structure, video lengths, free trial availability, and details on specialized courses—all typical product details that should be on a product site but were inaccessible via fetching.