med.stanford.edu
success
Claude Code
intent

What does med.stanford.edu do and who is it for? Explain it back to me.

9steps
44.9sduration
$0.4036cost
26,373tokens
15 steps6 reasoning steps1 search
home
/education.html
/health.html
/md-program.html
/about.html
search
/md/mdhandbook/section…
home
docs
80%
answer from your site
63%
answer efficiency
86%
followed site links
answer sources
  • from this site80%
  • from agent knowledge20%
url discovery
  • given in the task13%
  • followed a link75%
  • found via web search13%
insight

The agent successfully synthesized a comprehensive overview of Stanford Medicine from fetched pages and search results. The site was reasonably navigable for high-level positioning and MD tuition details, but lacked transparent pricing for other programs and competitor positioning; the agent had to rely on model reasoning to identify gaps rather than finding explicit comparisons on the domain.

  • ›Step [1] (homepage) and steps [3], [6], [13] (education, about pages) directly supplied the core narrative about Stanford Medicine's three-pillar structure, mission, and differentiators — these were site-authored claims, not model inferences.
  • ›Step [12] (the official MD tuition handbook page) was the only source for specific pricing data ($24,034/quarter), and it was discoverable via search [9] but required the agent to guess the internal URL path structure or search externally — the education page [3] explicitly stated tuition info was unavailable.
  • ›The agent encountered two 404 failures ([4], [10]) attempting to follow intuitive URL patterns from the homepage (/health.html, /md-program.html), indicating either poor URL consistency or broken navigation — the site did not surface these resources reliably through internal linking.
  • ›Competitor comparison and clinical pricing were absent from all fetched pages; the agent correctly flagged these as missing rather than inventing them, showing appropriate confidence boundaries.
  • ›Step [7] (stanfordhealth.org redirect) returned a placeholder page with no substantive content, forcing the agent to rely on the main med.stanford.edu domain alone for healthcare system information.

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