The agent successfully assembled a comprehensive explanation of Noda's positioning, capabilities, and target market from the homepage and an insights article, but discovered that pricing is completely absent from public-facing pages. The site's navigation structure is broken (multiple 404s on standard paths like /pricing and /solutions), forcing reliance on the homepage and search-discovered content.

• ›The homepage (step [1], [4]) provided rich positioning content including specific financial outcomes (15-25% energy reduction, 1-2% NOI increases) and a clear customer roster, making it the primary source for understanding what Noda does and who it serves.
• ›Pricing is genuinely inaccessible—the /pricing URL returns 404, and web search turned up no public pricing information. This is a deliberate sales model choice, not a content gap.
• ›The agent discovered step [10] via web search, not site navigation. This insights article provided crucial differentiation details (three-tier AI capability model, execution-oriented platform) that the homepage alone did not explicit state, indicating the site's information architecture fragmentation.
• ›Navigation routes like /solutions and /why-noda returned 404s, suggesting either a site migration or routing issues. The agent worked around this by relying on the homepage and search.
• ›The final response correctly flags lack of technical implementation details (how the AI actually diagnoses and fixes problems). This reflects a genuine omission—neither fetched pages nor search results provided this depth, and the agent did not claim model memory here.