The agent assembled a coherent explanation of VaultSpeed from a combination of the homepage fetch, web search results (which surfaced internal guides), and a successful fetch of the /platform page. However, the site's navigation structure is largely broken—most logical pages (pricing, features, about) return 404s—forcing the agent to rely on web search to find internal resource pages and prior knowledge to fill gaps. Pricing information in particular was unavailable on the site and had to be inferred from external sources.

• ›Step [1] (homepage) provided the core positioning: 'enterprise Data Automation Platform' focused on Data Vault 2.0, AI-ready pipelines, and governed production workflows. This meta description and page content anchored the entire explanation.
• ›Step [13] (/platform) confirmed and elaborated the core value proposition (removing manual Data Vault 2.0 work via automated modeling and deployment), demonstrating the agent could reach deeper pages when they existed—but only if discovered via web search, not site navigation.
• ›Step [11] (web search) was essential: it surfaced internal VaultSpeed resource URLs (guides, learning center, integration docs) that the agent could then fetch. The site's own navigation appears sparse or missing, making web search a workaround for discovery within the domain itself.
• ›The agent could not find pricing on the site (step [3] returned 404; the search suggested vaultspeed.com/pricing exists but was inaccessible in the fetch). The final answer cites a €600/user/month figure sourced from external review sites, not the VaultSpeed website.
• ›The agent cited four vaultspeed.com URLs in sources but only successfully fetched two (homepage and /platform). The others (guides, learning center) were discovered via search but the agent did not attempt to fetch them in the trajectory shown—they are cited as credible resources found during search.
• ›Site is not agent-ready for self-service navigation: missing /pricing, /features, /about pages (all 404); no internal site map or structured navigation evident; reliant on web search to find internal resource pages. The Framer-built site appears to have limited routing beyond the homepage.