The agent assembled a working overview of File Logic by combining the homepage (step 1, 7) with web search results (steps 9, 14, 18, 20) and one third-party article (step 12), since the site's own subpages (/pricing, /features, /about) all returned 404s. The agent successfully answered what File Logic does, who it's for, and how it differs from competitors, but pricing information was incomplete and security/company background details were missing—requiring the agent to work around a site that publishes minimal structured information beyond marketing copy.

• ›Steps 1 and 7 returned only the homepage HTML (Next.js rendered, content truncated in response). The agent could not extract detailed feature, pricing, or company information directly from the site—it had to reconstruct from search results and third-party reviews.
• ›Steps 2, 3, 4, 5 all returned 404s (/pricing, /features, /about, /pricing again), indicating the site does not publish dedicated subpages for these critical discovery topics. This forced reliance on external sources.
• ›Steps 9, 14, 18, 20 were web searches that returned links to the homepage and competitor products (Filevine, EvenUp, etc.), but the search snippets themselves did not contain detailed pricing or feature comparisons—they merely pointed back to filelogic.ai or competitor pages.
• ›Step 12 (casepulse.com article) was the only third-party source fetched; it was cited in the agent's sources list and likely contained comparative context, though the response was truncated.
• ›The agent explicitly noted in its final response that $15/user/month pricing 'seems very cheap' and that pricing transparency is 'notable'—indicating the homepage did communicate this price, but the agent could not verify tiers, free plan details, or what's included.
• ›The agent could not find founder/company background, funding, or verified customer reviews—these gaps were flagged as 'red-flag missing information,' suggesting the site does not publish team or company history pages.
• ›The site's lack of /pricing, /features, and /about pages, combined with truncated/rendered homepage content, makes it difficult for agents to retrieve structured, machine-readable information. The agent had to rely heavily on prior knowledge (22%) and web search (33%) to construct the answer.