The agent successfully assembled a comprehensive overview of AIFS by fetching the homepage, courses page, about page, and membership page directly from the site, supplemented by web search to fill gaps on pricing and competitive positioning. The site's core identity and offerings were clearly navigable, but pricing was fragmented across pages and not centrally published, forcing the agent to rely on external sources and prior knowledge to complete the pricing section.

• ›Homepage [0] and courses page [1] established AIFS's primary business (online nationally recognised food safety courses) and mission clearly through title tags and meta descriptions.
• ›About page [3] provided the mission statement ('reduce food-borne illness in Australia') and audience positioning; membership page [9] revealed the optional $99.95/year membership model and its included resources.
• ›The /pricing path returned 404 [step 2], indicating no centralised pricing page on the site — individual course pricing was not directly fetchable from the domain, forcing reliance on web search and competitor comparison sites (foodsafetyhub.com.au) for pricing context.
• ›Course detail page [7] for Food Safety Supervisor confirmed 'Nationally Recognised' status and '100% online' format but did not display price inline; the agent had to infer pricing from external sources.
• ›llms-info page [12] exists as official documentation for AI assistants but was not heavily cited in the final response, indicating its utility was lower than the core pages.
• ›The site surfaces core identity well through standard pages (homepage, about, courses, membership) but fails to publish actionable pricing and corporate/bulk training information, making the site partially opaque for agents seeking transaction-relevant details.