The agent gathered a partial understanding of robinvezina.com by combining site fetches and search results, successfully identifying the core offering (Facebook ad training for coaches) and one clear price point ($178 CAD for Audience Expansion), but could not access the full product catalog or pricing structure due to login walls and French-language content barriers.

• ›Step [6] successfully fetched and returned complete, publicly visible pricing for Audience Expansion ($178 or 2×$99 CAD), but this was one course among several—the full catalog remained hidden behind the 403-blocked /library endpoint and unpublished in search snippets.
• ›Steps [3], [11], and [13] relied on search results and external social platforms (Skool, YouTube) to infer program names and community structure; the site itself did not expose a clear, machine-readable product listing or pricing matrix on public pages.
• ›The French-language positioning ('Lance ta pub', 'Pub Profitable', 'Audience Expansion' with French testimonials) was discoverable through search metadata but required model inference to position for an English-speaking reader; no English-language alternative or translation was fetched.
• ›Step [1] (homepage) timed out and was never successfully fetched, forcing reliance on search discovery rather than organic site navigation—the agent never saw the site's own entry point or navigation structure.
• ›The agent explicitly cited search result URLs ([3], [11], [13]) in its final Sources section, treating search snippets as primary evidence for program names and positioning; only step [6] was a direct site fetch that supplied factual content (pricing, course structure, guarantee).