The agent assembled a comprehensive overview of MFZ Leipzig by relying almost entirely on web search results rather than direct site content, since the site's HTML pages returned truncated/compressed responses. The agent successfully identified what MFZ Leipzig does (continuing education for healthcare professionals), who it serves (physiotherapists, occupational therapists, speech therapists), key course offerings, and competitive positioning (hybrid learning, certified instructors, AZAV certification). However, pricing remained opaque—the agent could only find scattered examples and noted that a transparent pricing structure was not discoverable on the site.

• ›Steps [7], [9], [10], [12], [17], [18], [21], [24] were web search results that surfaced key facts: 600+ courses, hybrid seminars, target professional groups, course categories (manual therapy, sports physiotherapy, osteopathy), e-learning availability, and certificate programs. Direct site fetches [1], [3], [4], [5], [15] all returned truncated HTML, making them non-content-bearing.
• ›The site does not publish pricing transparently—the agent found only isolated examples (€180, €480) buried in search snippet context rather than from a dedicated pricing page or searchable price list. This suggests the site embeds pricing only at individual course detail pages, not in aggregated form.
• ›Core positioning (hybrid seminars, practice-oriented, IBITA-certified instructors, AZAV certification) was reconstructed from search snippets and inferred structure rather than from native site content. The site's direct pages were inaccessible to the agent; the site's navigability for agent-discovery was poor due to HTTP compression or rendering issues.