tomjohn.design
success
Claude Code
intent

What does tomjohn.design do and who is it for? Explain it back to me.

5steps
41.0sduration
$0.2821cost
22,537tokens
6 steps1 reasoning step1 search
home
home
home
home
search
80%
answer from your site
75%
answer efficiency
100%
followed site links
answer sources
  • from this site80%
  • from agent knowledge20%
url discovery
  • given in the task25%
  • followed a link75%
insight

The agent successfully extracted Tom Johnson's positioning, work scope, and differentiators from the portfolio site, but had to explicitly call out that pricing, services terms, and contact mechanisms are not published — forcing users to cold-reach via social media. The site is agent-navigable but deliberately non-commercial in structure.

  • ›Steps [0], [1], [3] returned the same homepage content repeatedly, indicating no subpage navigation was available or discovered — all task intelligence came from a single portfolio landing page structure.
  • ›The site exposes work samples, current employment, project list, and writing topics but deliberately omits services pages, pricing, or contact forms — the agent correctly identified this gap rather than hallucinating terms.
  • ›Step [4] (web search) was a routing/discovery attempt that did not yield pricing or services intel; the agent noted this explicitly and did not use it as a source, correctly withholding unfounded pricing speculation.
  • ›The agent filled the 'who it's for' and 'what's different' sections from portfolio context (projects, roles, writing topics) without external validation — reasonable inference from site content but inherently subjective.
  • ›No structured data, metadata, or programmatic contact endpoints were surfaced, making this site opaque to service discovery workflows; the agent had to resort to social platform links mentioned in the response footer.

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