The agent assembled a coherent explanation of uai.cl (Universidad Adolfo Ibáñez) by combining truncated homepage fetches with external web search results, since the site's own navigation (pricing, about, programs pages) returned 404s. The agent successfully answered what UAI does, who it serves, and what differentiates it, but could not locate pricing on the site itself — relying instead on third-party education databases and generalized Chilean private university costs. The site was largely opaque to direct navigation, forcing heavy reliance on external sources.

• ›Steps [1] and [5] (homepage fetches in Spanish and English) returned HTML but were truncated by the retrieval mechanism; the agent could not extract structured content from them directly and had to pivot to search.
• ›Steps [7], [12], and [13] (web searches) were the true content-bearing sources — they surfaced ZoomInfo, TopUniversities, UniPage, and SMAPSE results that contained UAI's mission, program offerings, rankings, and approximate tuition ($11k/year for international undergrads). The agent cited these search results explicitly in its Sources section.
• ›The site's own navigation structure is either broken (404s on /pricing, /about, /es, /es/programas) or requires client-side JavaScript rendering that the fetch mechanism could not execute, leaving key pages inaccessible. The agent had to acknowledge this gap: 'Pricing not clearly displayed' and 'The site appears to prioritize visual content and may require JavaScript rendering.'
• ›The agent's final answer about UAI's distinctive features (liberal arts integration model, multiple campuses, rankings, business school history) came entirely from external sources, not from uai.cl itself, demonstrating that the site does not publish this positioning information in a machine-readable or easily navigable form.
• ›The 83% fetch sourcing from 'previous_artifact' (vs. 0% web search in the source accounting) is misleading — the agent performed three explicit web searches ([7], [12], [13]) whose results were the primary content-bearing sources. Prior knowledge of the homepage URL and Spanish language routing drove initial fetches, but those returned only scaffolding.