The agent assembled a partial but substantive explanation of CanaarIA from the French homepage and search results, but could not access the English version or verify several advertised pages; the site's minimal English presence and broken URL paths hampered full coverage of products, pricing detail, and the free ArIA library.

• ›The English homepage (canaaria.com/) returned only the text 'CanaarIA' with no navigable content, forcing the agent to rely entirely on the French-language page (canaaria.com/fr/) and search results for all substantive information.
• ›Step [7] (French homepage fetch) was the sole content-bearing fetch from the target domain; it contained pricing tables, service descriptions, SaaS product details, and WordPress comparison claims that formed the backbone of the final answer.
• ›Step [5] (web search) surfaced references to the ArIA project and Aria chatbot but returned only URLs, not content; the agent could not fetch those pages (both returned 404), so the ArIA library and chatbot relationship to the agency remain unverified.
• ›The agent correctly identified unverifiable marketing claims (WordPress cost savings, '10× developer productivity', 'up to 70% lower cost') and marked them as such, distinguishing site claims from confirmed facts.
• ›Navigation within the site was poor: common paths like /pricing, /about, and /projet-aria all returned 404, and the English homepage was non-functional, requiring the agent to guess URL patterns and rely on external search to locate content.