The agent successfully extracted a coherent overview of John Code's positioning, services, and target market from the homepage, but encountered significant friction around pricing transparency and portfolio depth. The site does not surface these details in fetchable form, forcing the agent to explicitly flag them as gaps rather than claim they don't exist.

• ›All four fetches returned the same URL (johncode.com.br/) typed from agent memory, not discovered via site navigation. The agent did not follow links within the site to reach subpages (Projects, Blog, or dedicated service pages), limiting content discovery to the homepage.
• ›Pricing information was explicitly absent from the homepage—the site does not publish rates, tiers, or engagement models. The agent correctly identified this as a confusing gap and provided fallback contact information (email, phone) instead of inferring terms.
• ›Portfolio visibility was mentioned as a credential (30+ projects, 'Ver mais' link) but actual case study content was not fetched or surfaced, leaving the agent unable to validate claims with examples.
• ›The agent assembled its differentiation analysis ('full-stack mastery', 'performance-centric', 'knowledge sharing') from homepage copy fragments rather than from dedicated positioning or about pages—these are site-content facts but distributed and inferred rather than centralized.
• ›Site navigation was not exercised; the agent relied entirely on re-fetching the homepage three times (likely due to internal retry logic or clarification queries) rather than following links to Projects, Blog, Services, or other sections that might have contained richer detail.