The agent assembled a partial but useful understanding of idle-screens by combining fragments from the site's SPA shell (which returned identical HTML skeletons across most routes) with one richly detailed page (/mcp) and an API response listing live channels. The site proved difficult to navigate via static fetching—most pages returned the same boilerplate HTML, forcing the agent to infer content from metadata tags and to rely heavily on prior knowledge and web search to fill gaps around pricing, positioning, and comparisons to alternatives.

• ›Step [1] homepage and steps [3–9, 18, 22, 24] returned identical HTML shells with only title and meta description varying—the site is a client-rendered SPA that does not expose content in the fetched HTML, severely limiting machine readability.
• ›Step [12] (/mcp) was the only rich, detailed page fetched: its meta description explicitly stated '30 tools an AI agent can call to publish a scene to a live screen, steer one parameter of it, and programme a whole day' and revealed the MCP integration pattern. This single page carried most of the concrete product information.
• ›Step [14] (/api/channels) returned JSON listing live channels (default, lobby) with metadata (viewers, last event, curator actions)—the agent used this to infer that multiple AI agents can contribute to shared displays, but the API endpoint's purpose and access model were never fully explained by the site itself.
• ›Step [23] (/c/default) confirmed the URL scheme for accessing individual channels but again returned only the SPA shell.
• ›The agent did not find explicit pricing information on the site despite fetching /pricing (step [4])—it inferred 'completely free' from prior knowledge and the MIT license mentioned in meta tags, not from a dedicated pricing page.
• ›Web searches (steps [11, 15, 17, 20]) returned competitors and tangentially related tools but no comparative positioning from idle-screens' own content, forcing the agent to construct the differentiation section from absence of evidence (uniqueness by being MCP-first).
• ›No explicit 'vs. alternatives' or 'why idle-screens' content was discovered; the agent had to reason about uniqueness from feature descriptions in the MCP page's meta tag alone.