The agent assembled a working overview of Bonvies by piecing together fragments from web search results and search snippets, since the actual website is largely inaccessible (most product pages return 404s). It successfully explained what Bonvies does, who it serves, and how it differs from alternatives, but pricing information remained incomplete and scattered—the agent had to rely on search results rather than a functional pricing page. The site is poorly navigable for automated agents due to broken internal links and lack of structured metadata.

• ›Search results [3, 9, 15, 20, 21, 24, 25] provided the core content; the homepage fetch [4, 7, 12, 13, 26] returned valid HTML but the agent could not parse rendered UI elements from the truncated response. The agent never received readable homepage content despite multiple fetches.
• ›Product pages like /3cx-phone-system, /drvet9, /about, /faq, /homepage-english, and pricing-related URLs all returned 404 errors [5, 6, 8, 11, 14, 16, 17, 18, 19, 22, 23]. The agent had to construct its answer from search engine snippets and indirect references rather than from the site's own content.
• ›Search queries with Chinese keywords (e.g., 'site:bonvies.com 價格', '台灣糧品') yielded more useful results [9, 15, 24, 25] than English queries, suggesting the site is Chinese-language-first but poorly indexed or structured for machine crawling.
• ›The agent discovered that the company's Chinese name ('台灣糧品' = Taiwan Grain Products) is misleading and found product names (3CX, BonSale, DrVet, BonAI) and market positioning (3CX Platinum Partner, 20+ years) entirely through search results rather than site navigation.
• ›Pricing information was the weakest discovery: the agent found fee ranges (NT$45,000–NT$8,982,000 one-time, NT$5,568–NT$1,279,680 annual) from a search snippet [15] but acknowledged in the final response that the site has no transparent pricing page and requires custom quotes—a significant friction point for evaluation.