The agent successfully gathered a comprehensive explanation of roji.ai's business model, pricing, and positioning by fetching the homepage markdown, skill documentation, and pricing page. The site publishes core information in machine-readable markdown format (index.md, pricing/index.md) alongside HTML, making it highly navigable for agents; however, some technical details (x402, AP2) and competitive context remain unexplained or undiscovered.

• ›Step [1] (index.md) and Step [2] (skill.md) together provided the core value proposition, use cases, and architectural approach (MCP + OAuth 2.1, SLA-backed ordering, instant settlement). Both were machine-readable markdown, not scraped from HTML.
• ›Step [5] (pricing/index.md) delivered complete pricing logic: 15% platform fee (paid by buyer), volume discounts (12%/10%), 100% list price to business, $0 to list—all structured and unambiguous.
• ›The site proactively publishes markdown source files (index.md, pricing/index.md, skill.md) alongside HTML, signaling strong agent-readiness; the agent accessed these via prior knowledge guesses rather than site navigation, suggesting they are not discoverable from HTML navigation alone.
• ›Significant gaps remain: x402 stablecoin payments, AP2 mandates, and service directory scope are mentioned but unexplained; no competitor comparison exists; geographic/regulatory constraints are implied but not formalized.
• ›The agent did not access an actual service catalog or browse available verticals, so practical availability and demand-side usability remain untested against the pitch.