The agent successfully assembled a comprehensive overview of Neon Wood by combining truncated Next.js HTML responses from the site itself with targeted web searches that revealed pricing, positioning, and competitive context. The site's dynamic rendering and truncated HTML made direct content extraction difficult, forcing heavy reliance on search results and prior knowledge (56% from previous artifacts, 33% prior knowledge); however, the agent pieced together accurate information about what Neon Wood does (furnished student housing platform), who it's for (students in German cities), pricing (~€600–€1,200+/month, all-inclusive), and key differentiators (no Schufa credit checks, online-only booking, community amenities). The final answer was well-structured and cited real sources, though several operational details (exact lease terms, cancellation policy, damage standards) remained unclear.

• ›Steps [1], [3], [8] fetched homepage and pricing pages directly from neonwood.com but returned truncated HTML due to Next.js server-side rendering—no meaningful pricing tables or feature lists were extractable from raw HTML.
• ›Web search steps [11], [16], [17], [19], [20] provided the actual substance: search snippets and result titles revealed the student housing positioning, city coverage (Berlin, Frankfurt, Cologne, Tübingen), all-inclusive pricing model, and the Schufa-free differentiator—information the site's own pages did not expose in fetchable form.
• ›The agent correctly inferred pricing ranges (€600–€1,200+) and the deposit/fee structure from search result context and Quora/external reviews, not from neonwood.com's own structured data or FAQ.
• ›Step [13] (FAQ page) was fetched but also returned truncated HTML; the agent never actually extracted FAQ content, yet cited it as a source—suggesting the agent relied on search-indexed FAQ snippets rather than the fetched page itself.
• ›Site navigation was poor: direct guesses for /about and /features returned 404s; the multi-language structure (/en/ paths) required trial-and-error discovery.
• ›No competitors or differentiation claims were found on the site itself; the agent's comparison vs. 'The Fizz Berlin' and 'The Social Hub Berlin' came entirely from search results, not from neonwood.com's content.
• ›The agent acknowledged significant gaps (lease flexibility, subletting policy, cancellation terms, damage standards) that the site either does not publish or does not expose in a machine-readable way.