The agent successfully assembled a comprehensive explanation of Gôrbra Labs from two homepage fetches and a client cases page. The site's navigation menu proved unreliable—several advertised links returned 404s—but the homepage contained enough structured content to answer the core task, supplemented by detailed real-world project examples from the cases page.

• ›Step [1] and [3] both fetched the homepage at / and returned substantially the same navigation structure and service overview, confirming the homepage is the primary information hub. The agent typed the URL from memory rather than discovering it via search, indicating this was the correct entry point but not that the site actively surfaced it.
• ›Step [4]'s client cases page delivered concrete substance: six detailed project examples (Svarar Alltid, Excel-to-system, Turvis, Curator Studio, Stadsvision, Memosay) that exemplified the company's approach and validated claims about their embedded, incremental methodology. This was the richest content-bearing step.
• ›Steps [2], [5], and [6] attempted to follow advertised navigation links (/about, /så-jobbar-vi, /lösningar) and all returned 404s, indicating structural site issues. The agent recovered by relying on the homepage's summary and the client cases page, but the broken navigation prevented deeper exploration of methodology, solutions breakdown, and team information.
• ›Pricing details (three-tier structure, fixed prices, monthly fees, Swedish procurement fit) all came from step [1]'s homepage. The agent correctly noted that actual price amounts are not disclosed—a gap that forces lead generation (the contact requirement).
• ›The final response's differentiation section synthesized claims about embedded approach, human-in-the-loop design, and data ownership that appeared in step [1]'s homepage summary but were not deeply validated by the 404'd pages that should have elaborated them. The agent filled this with reasonable extrapolation from the case examples.