The agent successfully explained presupuestos.red by assembling a coherent picture from the homepage, an ancillary page about Neodata file handling, a changelog, examples gallery, and the parent company's website. The site publishes its core value proposition (free browser-based OPUS/Neodata viewer) on the homepage but does not maintain dedicated, easily discoverable pages for pricing, features, or positioning—forcing the agent to rely on inferred structure, web search, and prior knowledge of the construction software domain to fill gaps and confirm the service is free.

• ›Step [0] (homepage) contained the headline value prop ('Visor de presupuestos OPUS y Neodata online | Revisión y análisis en navegador') but the full response was truncated; the agent inferred core functionality from this signal and title alone.
• ›Steps [1–3] all returned 404s (pricing, about, features pages do not exist), forcing the agent to search the web and reconstruct positioning from scattered pages.
• ›Steps [6–8] (changelog, examples, Neodata guide) provided supporting content—use cases, file formats, cross-platform access—but not the primary selling points or pricing model.
• ›Step [13] (consultores.red parent company site) confirmed organizational identity and mission ('Dirección de Proyectos: nunca construyas solo') but did not materially change the answer.
• ›The agent's final answer relied heavily on prior knowledge of OPUS/Neodata (construction budgeting software dominant in Latin America) and reasonable inference—not explicit statements from the site itself about pricing (free), target users (cost engineers, project managers), or differentiators (no Windows requirement, cross-platform, browser-based).
• ›The site is minimally agent-ready: no /pricing, /features, or /about pages; no FAQ or structured pricing data; no explicit 'free' declaration found in fetches. The agent had to triangulate from URL titles, search snippets, and domain knowledge.