notum.tech
success
Claude Code
intent

What does notum.tech do and who is it for? Explain it back to me.

2steps
25.7sduration
$0.0045cost
13,220tokens
3 steps1 reasoning step
home
/services
100%
answer from your site
100%
answer efficiency
100%
followed site links
answer sources
  • from this site100%
url discovery
  • given in the task50%
  • followed a link50%
insight

The agent successfully gathered and synthesized a coherent explanation of Notum's business by fetching the homepage and services page. The site was navigable but incomplete: core facts (who they are, what they do, credentials) were clearly stated, but pricing, engagement model definitions, and competitive positioning were absent or vague, forcing the agent to flag gaps rather than fill them.

  • ›Both content-bearing steps (homepage and /services) were discovered by direct URL entry or site navigation (100% native discovery), not search. The site was findable in memory or intuition; no search was needed.
  • ›Pricing and engagement model details were entirely absent from both fetched pages. The agent correctly reported this gap rather than inventing terms, demonstrating fidelity to what the site actually exposed.
  • ›The site lists three delivery models (nearshore talent, self-sufficient team, full project delivery) by name only, without definitions of scope, team size, duration, or cost. The agent noted the overlap and ambiguity accurately.
  • ›Competitive differentiation was claimed via credentials (Strapi partner, ISO certification, Clutch rating) and staffing philosophy (no subcontractors, limited capacity, knowledge transfer), but the site made no explicit comparison to alternative agencies, freelancers, or in-house teams.
  • ›Case study results appeared only as short headlines in the traversed pages; full case studies were referenced but not fetched. The agent correctly noted that claims like 'faster' and 'better ranking' lacked methodology or metrics.

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