The agent gathered a partial but incomplete understanding of FSB Group by assembling fragments from the homepage and search results, working around widespread 404 errors and timeouts that blocked access to key pages. The site proved difficult to navigate — critical pages like /about-us/ and /services/ returned 404s, and pricing information is entirely absent, forcing reliance on web search snippets and inferences from limited homepage content.

• ›Step [4] (homepage fetch) was the primary content-bearing source, providing basic service names and contact info, but the HTML was truncated and lacked structured data, pricing, or detailed positioning.
• ›Steps [5], [6], [9], [10] all failed (404 or timeout), indicating the site's navigation is fragile — search results promised URLs that don't resolve or are too slow to fetch, creating friction for any agent trying to systematically explore.
• ›Step [8] and [11] were search queries, not direct site content — the agent discovered service details (intumescent coatings, abrasive blasting, anti-graffiti) via web search result titles and snippets, not from browsing the site itself. This means the site's own internal linking and page structure did not surface that information.
• ›The agent explicitly flagged missing information on pricing, company credentials, certifications, and competitive differentiation — all gaps that reflect the site's lack of content depth, not agent error.
• ›The agent had to infer geographic focus (Auckland), client types, and differentiators from sparse homepage text and project case study titles, rather than from dedicated About or Services pages.