The agent assembled a comprehensive overview of Kujo Yardwear by working around an inaccessible website architecture (single-page application with client-side rendering) and instead relying heavily on web search results and prior knowledge. The site itself proved difficult to navigate programmatically — direct fetches of the homepage and standard content paths returned only HTML scaffolding without readable content — forcing the agent to reconstruct the answer from search snippets, LinkedIn profiles, industry press, and competitor comparison resources rather than from the site's own published pages.

• ›Steps [4], [10], [11], [13], [14], [15] were web searches that surfaced the actual source URLs and contextual information; the search result snippets themselves contained or pointed to the core facts (what they sell, who founded it, pricing, customer base). These searches were necessary because direct site fetches returned non-content-bearing HTML.
• ›Steps [5], [6], [7], [8], [9] fetched pages the agent believed would contain content (Our Story, FAQ, homepage, product pages), but the HTML responses were truncated scaffolding — the agent was unable to extract readable content directly from kujo.com. The agent explicitly notes: 'their website is a single-page application (SPA), which means most content is loaded client-side with JavaScript. When I tried to fetch their pages directly, I got mostly HTML scaffolding without readable content.'
• ›The agent had to rely on 60% web search and 30% prior knowledge artifacts to answer the task because kujo.com itself did not surface machine-readable content in its fetched pages. Pricing came from search results, not the site. Company story came from LinkedIn and external sources, not from /our-story. Competitor positioning came from CB Insights and industry forums, not from the promised-but-inaccessible /support/footwear-comparison page (which returned 403).
• ›The agent's final response cites 8 sources; only 3 are kujo.com URLs ([www.kujo.com](https://www.kujo.com/), /our-story, /all, /bulk), and even those were discovered via search, not by navigating site structure. Five sources are external (LinkedIn, industry press, CB Insights, Crunchbase, Lawn Care Academy). This distribution reflects how poorly the site exposed its own content.