The agent successfully assembled a comprehensive picture of Nocode Factory's business model, services, and positioning by fetching the homepage, about page, and portfolio page. The site was moderately navigable but lacked clear URL structure (guessed /tarifs and /services as 404s), forcing the agent to rely on web search to discover the about and portfolio pages; pricing information was intentionally vague across all sources.

• ›The homepage and about page provided core service offerings, client portfolio, team structure, and founder identity without requiring authentication or additional routing—these were directly fetchable and comprehensive.
• ›Pricing was genuinely absent from the site (no published rates, packages, or tiered options); the agent correctly identified this as an intentional design choice rather than a missing page, citing the site's emphasis on custom quotes.
• ›The agent discovered the about page (/a-propos) and portfolio page (/nos-realisations) via web search results, not via navigation links from the homepage—indicating the site lacks a visible global navigation menu or sitemap, forcing external discovery.
• ›Project case studies were rich and quantified (e.g., '+350% de traffic organique', 'x3 sur le chiffre d'affaires'), providing concrete differentiation evidence without requiring the agent to infer from model memory.
• ›The agent explicitly called out what it could not find (competitive positioning, service scope boundaries, platform-to-use-case mapping) rather than filling gaps with model memory, demonstrating appropriate epistemic honesty about the site's clarity gaps.