The agent successfully assembled a clear, usable explanation of District10's business model, positioning, and methodology by repeatedly fetching the homepage (which was not discoverable via the site's own navigation). The site was poorly navigable — pricing and services pages returned 404s, and key information had to be gathered from homepage content alone; the agent worked around broken internal links by retyping the domain.

• ›The homepage (step [0]) was the sole content-bearing resource. Steps [1] and [3] (pricing and services pages) returned 404 errors, forcing the agent to extract all answers from a single page.
• ›The agent reached the homepage three times by retyping the URL from memory (steps [0], [2], [4], [5]) rather than following any site-published navigation links, indicating the site does not surface its own pages through internal linking or sitemap.
• ›Pricing information came from the homepage's stated policy ('We quote after reviewing...'), not from any dedicated pricing page or structured data — the site deliberately withholds list pricing.
• ›The AEO differentiation and case study (Atsell) were site-authored and appeared on the homepage, supporting the agent's competitive comparison without external research.
• ›No structured data (JSON-LD, microdata) or machine-readable content hints appeared in the trajectory — all extraction was from prose, making the site harder for agents to process at scale.