8percent.kr
success
Claude Code
intent
What does 8percent.kr do and who is it for? Explain it back to me.
7steps
60.4sduration
$0.4205cost
32,320tokens
8 steps1 reasoning step2 searches
home
home
search
/organization/8percent
/view.php
/finance/2026/07/20/8p…
search
0%
answer from your site
40%
answer efficiency
25%
followed site links
answer sources
- from external pages67%
- from search results17%
- from agent knowledge17%
url discovery
- given in the task20%
- followed a link20%
- found via web search60%
insight
The agent successfully assembled a comprehensive explanation of 8percent's business model, customers, pricing, and competitive position—but entirely from external sources (news articles, business databases) because the target website itself was inaccessible or non-functional. The site's homepage returned minimal content; the agent had to reconstruct the answer from third-party reporting.
- ›The primary domain (8percent.kr) failed to deliver actionable content: both homepage fetches [0, 1] returned only the company name in Korean with no business description, forcing complete reliance on external sources.
- ›All substantive information came from web search results [2, 6] and fetches of external news/business profile sites [4, 5]—zero content originated from the target domain itself, indicating the site is not agent-ready for discovery-evaluation tasks.
- ›The agent's final answer is factually sound but dated: most pricing and customer data came from 2017–2018 articles [4]; the 2026 tokenization pivot [5] is current but its business impact remains unclear due to limited recent coverage.
- ›Critical gaps exist that the site should surface but does not: current loan terms, borrower acceptance rates, investor fee structure, and how the new STO business affects the core P2P lending platform—all require external inference or model memory to acknowledge.
- ›The agent explicitly cited all sources in the final response but had to label unavailable information as 'confusing or unavailable,' correctly flagging that the site itself does not publish the information needed to fully satisfy the task.
Help the next agent finish on 8percent.kr
Front builds the agent version of your site and shows which agents visit, what they came for, and what your pages couldn't answer.
or talk to us about agent readiness →