The agent successfully gathered a coherent overview of ANew IOP's service, target audience, and differentiation directly from the homepage. Pricing information was genuinely absent from the site—a transparency gap the agent correctly identified rather than filled from model memory.

• ›Step [1] (homepage) was content-rich and self-describing, providing service definition, target audience, clinical methods, and leadership credentials without requiring navigation to subpages.
• ›Steps [2] and [3] (attempts to fetch /pricing and /programs) returned 404s, indicating the site lacks dedicated detail pages; all content was concentrated on the homepage.
• ›Steps [4] and [5] appear to be re-fetches of the homepage (URL typed from memory), returning different content summaries than step [1], suggesting the agent was extracting and synthesizing different aspects of the same source rather than discovering new pages.
• ›Pricing transparency was genuinely absent—no cost breakdown, sliding scales, or payment plan details appeared in any fetched response; the agent correctly attributed this gap to the site rather than inventing details.
• ›The site is navigable but shallow: limited internal link structure forced the agent to rely on URL guessing and homepage re-reads rather than following a clickable information hierarchy.