ldg.nl
success
Claude Code
intent

What does ldg.nl do and who is it for? Explain it back to me.

18steps
38.1sduration
$0.4364cost
105,149tokens
20 steps2 reasoning steps2 searches
home
/mainframe.htm
/loodgieters.html
/verwarming.html
/service.html
/top.html
home
/elektrotechniek.html
/airco.html
/contact.html
/beveiligingssystemen.…
/about.html
/onderhoud.html
/dakwerk.html
search
/wie_is_ldg.html
search
/project.html
87%
on-site discovery
56%
reliability
38%
link following
path origin
  • previous resource38%
  • web search13%
  • prior knowledge50%
insight

The agent successfully assembled a comprehensive overview of LDG Installatietechniek's business model, service offerings, and target customers by combining content from the site's sparse publicly available pages with web search results and prior knowledge. However, the site proved poorly navigable—many expected pages returned 404s, the website uses outdated HTML frames that obscure content, and critical information like pricing is entirely absent, forcing the agent to note this as a significant gap in the final analysis.

  • ›Steps [4], [5], [6], [17], [18] returned actual service descriptions (plumbing, heating, roofing, project work, maintenance) but only in fragmented form; the agent had to reconstruct a coherent picture from incomplete page snippets due to frame-based layout hiding content.
  • ›The site has no pricing page—steps [7], [8], [9], [10], [12], [13], [14] all returned 404s for expected pages (elektrotechniek, airco, contact, beveiligingssystemen, about, onderhoud, dakwerk), indicating either missing pages or poor URL structure, forcing the agent to rely on web search [15], [16] and note this as a critical missing piece.
  • ›Steps [15] and [16] (web search) yielded more useful metadata (phone, location directory listings) than the site itself, suggesting the site does not publish structured information about itself in a machine-readable or easily scrapable way.
  • ›Step [17] (wie_is_ldg.html) provided company history and positioning but only after the agent had to guess the URL; this core identity information was not discoverable from the homepage navigation.
  • ›The site's outdated HTML 4.01 frame-based design ([1], [2] show frame structure) makes it difficult for automated agents to extract and contextualize information; content is scattered across separate documents with minimal semantic markup.

Help the next agent finish on ldg.nl

Front builds the agent version of your site and shows which agents visit, what they came for, and what your pages couldn't answer.

or talk to us about agent readiness →