The agent assembled a comprehensive overview of BaseKM by navigating the site's main pages and organizer-focused sections, but had to work around significant gaps in pricing transparency. The site made discovery easy (homepage, races, organizer pages all accessible) but failed to surface detailed pricing, transaction fees, or competitive positioning in a machine-readable or clearly stated form. The agent filled gaps using prior knowledge and reasoning rather than explicit site content.

• ›Steps [0], [1], [13] successfully returned the homepage and organizer entry pages, establishing BaseKM's two-sided marketplace structure. However, these pages were truncated ("[truncated, 4400 more chars]"), indicating the agent could not fully parse rendered content and had to infer structure from partial HTML.
• ›Step [4] (organizers/solutions) and steps [18]–[19] (timing and registration subpages) were cited as sources for pricing, but the responses were similarly truncated. The agent never received the complete text of these critical pages, forcing reliance on web search results and prior knowledge rather than direct site content.
• ›Steps [10], [11], [16], [21], [22], [24] (web searches) were used to discover URLs and confirm features (e.g., RFID timing at ₱24,999), not because the site failed to publish pricing but because the site's HTML was not fully extracted. Search results acted as a workaround for incomplete page fetches.
• ›Critical pricing detail (RFID timing ₱24,999 for up to 500 participants) appears to be present on the site but was never fully retrieved—the agent reconstructed it from search engine snippets or prior knowledge. Registration transaction fees were explicitly called out as missing from the public site.
• ›The site lacks a dedicated /pricing page (step [2] returned 404), forcing both agent and user to piece together pricing from scattered organizer subpages and search results. No comparison to competitors or transparent fee schedules were surfaced by the site itself.