Agent successfully assembled a coherent explanation of institute.aero's mission, audience, and donation model by fetching the Polish foundation's homepage and English-language landing page. The site published most core positioning directly, but lacked service details, discrete pricing, case studies, and competitive comparisons—gaps the agent identified transparently rather than filling with unsupported claims.

• ›Steps [1] and [10] (homepage fetches in Polish and English) were the primary content sources; they directly supplied the foundation's self-description, service areas, target segments, and donation tiers. No external fetches or searches were cited in the final answer, indicating the site's own pages contained the needed substance.
• ›The agent correctly distinguished between the Polish foundation (institute.aero) and unrelated organizations surfaced by generic aviation searches (steps [5]–[7], ASI-Institute, AIAA, Lukasiewicz ILOT). This required following domain-specific links and using narrow searches; the site itself was not discoverable via broad aviation terms.
• ›Pricing was transparently published on the English landing page ([10]) in a non-traditional form (donation tiers, tax-deductibility)—fully fetchable and not hidden. The agent accurately reported it without speculation.
• ›The agent explicitly called out what it could NOT find: no discrete service pricing, case studies, governance details, or competitor comparisons. These absences were site gaps, not research failures; the agent did not fill them with model memory.
• ›The site required the agent to piece together its positioning from general sections rather than navigate to a dedicated 'services' or 'about' page; attempts to fetch institute.aero/en/services and institute.aero/pricing both returned 404, forcing reliance on homepage content.