The agent successfully identified what KORAIA does, who it serves, and how it differs from competitors, but could not find publicly available pricing information despite extensive searching. The site's Korean-language focus, scattered information across multiple domains, and lack of transparent pricing made it difficult to assemble a complete picture; the agent had to rely heavily on web search results and external sources (UN Global Compact, NamuWiki, LinkedIn) rather than information surfaced directly by koraia.org itself.

• ›The main koraia.org website ([1], [2], [5], [7], [8], [18]) returned only truncated HTML with no readable content snippets, forcing the agent to rely entirely on web search and external sources for substantive information about the organization.
• ›Critical information about KORAIA's services and identity came from external sources: UN Global Compact ([4], [9], [11], [24]), a 2025 brochure on GitHub ([6]), NamuWiki ([9]), and the JAMS/KJAI site ([13]). The official website did not directly expose this information in machine-readable form.
• ›Pricing information is completely absent from both koraia.org and all external sources searched. The membership registration portal ([16], [22]) exists but contains no fee structure, suggesting pricing is negotiated off-site via email (info@koraia.org), making it inaccessible to agents.
• ›The site uses outdated technology (older encoding, JavaScript redirects via blg-jsk.cafe24.com) and has fragmented domain structure (koraia.org, startups.koraia.org, expo.koraia.org) without clear internal navigation, requiring the agent to guess or search for URLs rather than discover them organically.
• ›The AI Expo information ([21]) was the most easily discoverable service through web search, suggesting it is the organization's most publicly visible offering, while training programs, talent matching, and certification details were scattered or absent.