The agent successfully gathered enough information to explain Ligafy's core value proposition, target users, and pricing tiers, but the site's opacity around exact pricing, limited public documentation, and lack of competitive positioning forced the agent to acknowledge significant gaps. The site required repeated guessing at URL patterns and provided minimal navigable content outside the homepage.

• ›Step [1] and [13] fetches of ligafy.com/ yielded substantive content about features, user roles, and differentiation despite the homepage being the only consistently accessible page. Multiple attempts to reach /pricing, /precos, /features, /about, and /en all returned 404s, suggesting the site has minimal public surface area.
• ›Step [4] confirmed that exact pricing details are deliberately withheld from public pages—the site states conditions 'will be confirmed in a demonstration,' indicating a sales-gated model rather than transparent pricing disclosure.
• ›Step [8] web search results included a working link to app.ligafy.com ([12]), which the agent discovered via search, not by following site navigation—a signal that the marketing site and application are disconnected and that the site offers limited self-referential navigation.
• ›The agent correctly identified Ligafy as a Brazilian platform with PIX payment support and Portuguese-first design, but this inference came from step [1] homepage content, not from a company background or 'about' page (which returned 404 in step [11]).
• ›Step [9] fetch of a competitor (Competize) provided context on the competitive landscape but no direct Ligafy comparison, forcing the agent to rely on model knowledge of feature differentiation rather than site-provided positioning statements.