The agent assembled a comprehensive overview of Corus International by combining direct site fetches with web search results and external reference sources. The site itself was only moderately navigable—key pages like /who-we-are, /about-corus, and /contact loaded successfully, but navigation was not discoverable from the homepage alone; the agent had to resort to web search to find working URLs. The agent successfully answered what Corus does, who it serves, and how it differs from alternatives, but could not find pricing or client service details on the site itself, relying instead on external sources (Wikipedia, ProPublica, Crunchbase) and search results to complete the picture.

• ›Direct site navigation failed or timed out (steps [2] /about returned timeout; [3] /programs returned 403 Cloudflare challenge; [4] /pricing returned 404). The agent had to discover working URLs via web search (step [6]) rather than from homepage links.
• ›The /who-we-are, /about-corus, /contact, and /client-services pages (steps [7–9], [13]) all returned 200 and were cited as sources, but the agent could not extract their HTML content from the truncated responses. The actual information about mission, services, and differentiation came from external sources (Wikipedia, Lutheran World Relief press release, ProPublica nonprofit profile) rather than the organization's own site.
• ›The site lacks clear information architecture for agent discoverability: no dedicated pricing page, no clear service offering list, and no transparent engagement model (donate vs. partner vs. receive aid). The agent had to infer the nonprofit/hybrid model from search results and external profiles rather than finding it stated clearly on corusinternational.org.
• ›The agent explicitly flagged three gaps it could not fill from the site: pricing for client services, clear service offerings, and geographic focus—indicating the site does not publish this information in an accessible or machine-readable form.