The agent partially satisfied the discovery-evaluation task by assembling a coherent explanation of Radiant Science's positioning, team, and target market from fragmented web sources. However, the core website itself ([1], [2], [3], [4]) was not machine-readable—it returned Next.js HTML bundles that did not expose actual content—forcing the agent to rely heavily on external third-party sources ([12] CloudTalk blog, [15] Berlin startup directory) and prior knowledge to construct the answer. The site's lack of public pricing, sparse feature documentation, and non-functional page loads made it significantly difficult to answer the full task specification.

• ›Step [1] (homepage) and steps [2], [3], [4] (pricing, features, about pages) all returned 200 status but truncated Next.js boilerplate HTML with no visible textual content—the agent could not extract what Radiant Science does, prices, or differentiators from the actual site. The agent had to work around a client-rendered SPA that does not degrade gracefully to server-rendered content.
• ›Step [12] (CloudTalk external blog comparing healthcare voice AI platforms) was the only external source that provided comparative positioning context and mentioned Radiant Science's differentiators. Step [15] (Berlin startup map) supplied company founding year (2023) and team background. Both were discovered via web search, not from the site itself.
• ›The site does not publish pricing publicly—the agent correctly inferred this from repeated search attempts and dead-end URLs, confirming a major information gap. The agent had to disclose this limitation explicitly rather than fill it with guesses, indicating honest handling of an inaccessible resource.
• ›The agent's final answer relied on prior knowledge (~25% of fetches per metadata) and web search results (~50%) to construct a narrative that the site's own pages could not deliver. The site has low agent-readiness: no static HTML fallbacks, no structured data (schema.org), no /sitemap or /robots.txt hints visible in the trajectory, and dynamic content that does not render in headless fetches.