The agent could not access aurios.ai itself (ECONNREFUSED) and instead synthesized information from two distinct Aurios entities (aurios.io and auriosai.co), delivering a partial answer that disambiguates two different products but cannot confirm which one the user intended. Both fetched sites returned clear, structured content about their respective services, pricing models, and target audiences, making them agent-ready; the primary friction was domain unavailability, not site structure.

• ›The primary domain (aurios.ai) failed to resolve; the agent correctly pivoted to search and found two active, distinct entities with similar names, but cannot confirm which matches the user's intent.
• ›Both fetched sites (aurios.io and auriosai.co) returned clean, well-structured content covering what they do, who they serve, and differentiators; neither disclosed pricing, a consistent transparency gap.
• ›The agent explicitly flagged the ambiguity and the missing information (pricing, unclear relationship between the two entities) rather than overstating confidence — appropriate epistemic honesty given the domain mismatch.
• ›aurios.io positions as an early-stage personal AI memory platform (user-sovereign); auriosai.co positions as enterprise consulting for established businesses — fundamentally different products using similar branding, a potential discovery hazard.
• ›The agent discovered both content-bearing sites through web search (50% of navigation), not from site cross-links or internal navigation, suggesting the two Aurios entities do not interlink or clarify their relationship on their homepages.