The agent successfully assembled a comprehensive explanation of Cerebrum's offerings by combining homepage content, product pages, industry-specific pages, and documentation. The site was moderately navigable for discovery but lacked transparent pricing and detailed competitive positioning—the agent had to rely on web search and prior knowledge to fill gaps around pricing models and differentiation claims.

• ›Step [1] (homepage) provided foundational messaging but was truncated HTML; step [9] (/products) and step [10] (docs) were the primary content sources for understanding the three products (vID, Synapse, Verified Credentials Wallet) and core use cases.
• ›Steps [15] and [22] (industry pages: financial services, healthcare) were discoverable via search but revealed that Cerebrum publishes industry-specific solutions—the agent used these to infer target customer segments, not from explicit 'who it's for' messaging.
• ›Pricing was completely absent: steps [3], [4], [5] all returned 404s for standard pricing URLs (/pricing, /about, /product); step [19] (contact page) confirmed pricing is enterprise-only, requiring direct outreach. The agent had to cite this absence as a finding rather than answer the question directly.
• ›The agent relied heavily on web search (steps [7], [12], [13], [16], [18], [21], [24]) to contextualize differentiation and competitors, since the site itself does not publish competitive comparison or detailed feature/fraud-prevention metrics—these came from prior knowledge interpretation of search results rather than fetched content.
• ›Site structure is navigation-poor: no visible /about, /pricing, or /product pages; the agent had to discover /products, /industries/*, and /contact through search suggestions rather than site menus or standard URL patterns, indicating weak IA for agent discovery.