ora
luft.com.br
success
Claude Code
intent

What does luft.com.br do and who is it for? Explain it back to me.

8steps
35.1sduration
$0.1958cost
18,186tokens
9 steps1 reasoning step
home
/en/solutions
/precos
/sobre
/solucoes
home
/por-que-luft
/servicos
80%
answer from your site
25%
answer efficiency
71%
followed site links
answer sources
  • from this site80%
  • from agent knowledge20%
url discovery
  • given in the task13%
  • followed a link63%
  • guessed the URL25%
insight

The agent successfully extracted core business information about Luft Logistics from the homepage, but the site's navigation structure was brittle—most intuitive subpages returned 404 errors, forcing reliance on limited homepage content and the agent's own navigation guesses.

  • The homepage (steps [0] and [7]) was the sole content-bearing resource; it provided complete answers to 'what they do,' 'who it's for,' and 'how it's different,' but no pricing information existed on the site.
  • Six attempted subpage fetches (steps [1–6]) all returned 404 errors, including /solucoes, /sobre, /servicos, /precos, and /en/solutions. The agent had to guess these URLs rather than follow visible links, indicating poor internal site navigation exposure.
  • The final response correctly identified the pricing gap as typical for B2B logistics rather than a site failure, grounded in external B2B logistics convention (model memory), not in site content.
  • Sustainability page was mentioned in the homepage navigation but could not be accessed; competitor positioning and case studies were absent from visible content.
  • The agent successfully assembled a cohesive business summary from a single HTML page fetch, demonstrating the homepage was information-dense, but the site offered no progressive disclosure or detailed subpages to explore.

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