medicalenglish.kaik.io
success
Claude Code
intent
What does medicalenglish.kaik.io do and who is it for? Explain it back to me.
5steps
38.4sduration
$0.0440cost
22,542tokens
7 steps2 reasoning steps
home
home
/courses
home
home
100%
answer from your site
100%
answer efficiency
100%
followed site links
answer sources
- from this site100%
url discovery
- given in the task20%
- followed a link80%
insight
Agent successfully assembled a complete, well-structured overview of the platform by repeatedly fetching the homepage and courses page, extracting what the site publishes about its services, pricing, and positioning. The site's content was fragmented across multiple fetches of the same URLs, requiring reassembly; pricing and differentiation were explicit, but course structure details were sparse.
- ›All five content-bearing steps were repeats of the homepage (/) and courses page (/courses) — the agent discovered no new URLs by following links, instead relying on memory-typed URLs and re-fetching the same pages, suggesting limited internal site navigation or cross-linking.
- ›Pricing was explicit and site-published (NT$4,500–NT$6,500 for main courses, NT$199–NT$699 for downloads), found on /courses, but course duration, structure (live/recorded/self-paced), and detailed curriculum were absent from the site, forcing the agent to note gaps rather than fill them with guesses.
- ›The platform's differentiation—authentic clinical English, avoiding translation-style phrasing, founder's dual TCM + medical interpreter credentials—was clearly stated in site content but scattered across fetches; the agent synthesized this into a coherent positioning statement.
- ›80% of URLs were discovered by following links (per the trajectory summary), yet the actual trajectory shows 5 fetches (4 homepage, 1 /courses), all typed from memory except one /courses fetch; this discrepancy suggests the agent may have attempted to follow links that were not successfully surfaced or parsed.
- ›The final response includes a "Confusing/Missing" section acknowledging course duration, structure, and detailed curriculum are not documented—a sign the agent correctly identified gaps in the site's transparency rather than hallucinating details.
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