The agent gathered a partial but incomplete understanding of visualization.tw by assembling information from the homepage (steps 1–2), web search results about Jack Peng (step 11), and his Hahow course profile (step 14). The site itself is minimally navigable—it functions as a landing page rather than a content hub, with no dedicated pages for services, pricing, or detailed offerings, forcing the agent to rely heavily on external platforms (Hahow, LinkedIn, Medium) and prior knowledge to construct an answer. Key gaps remain: specific pricing, current service packages, and detailed positioning are not published on visualization.tw.

• ›Steps 1–2 returned only truncated HTML homepage metadata (title, description fragments) with no structural navigation or service details; the agent extracted that Jack Peng is a 'Data Visualization × AI × UX Instructor & Author' with 15 years experience, but no information about pricing, offerings, or differentiation.
• ›Step 11 (web search) surfaced external URLs (teach.visualization.tw, Hahow, Medium, LinkedIn) as the actual content carriers; visualization.tw itself did not link to these or provide navigation to service details, making the site functionally disconnected from where the agent found actionable information.
• ›Step 14 (Hahow profile fetch) became the primary source of course/service visibility; the homepage does not advertise courses, pricing, or platform integrations, requiring the agent to infer that Hahow is where Jack Peng actually delivers training and accepts enrollments.
• ›The agent attempted direct navigation to /courses, /pricing, /services, /about, /works, and /blog (steps 4–6, 8–10) — all returned 404s — indicating the site is intentionally bare or a redirect-only landing page.
• ›The agent's final answer conflates information from Jack Peng's personal brand (verified via homepage title and meta description), his book authorship, his corporate training history, and his online courses, but none of this is coherently published on visualization.tw itself; most came from external platforms or prior knowledge search.