neogent.ai
partial
Claude Code
intent

What does neogent.ai do and who is it for? Explain it back to me.

6steps
46.0sduration
$0.4584cost
25,734tokens
12 steps6 reasoning steps3 searches
home
docs
home
search
search
search
60%
answer from your site
67%
answer efficiency
100%
followed site links
answer sources
  • from this site60%
  • from agent knowledge40%
url discovery
  • given in the task33%
  • followed a link67%
insight

The agent assembled a clear picture of Neogent's core offering, target market, and differentiation from homepage content, but could not fulfill the pricing component of the task because the pricing page returned 404 and was not publicly accessible elsewhere on the domain. The site's navigation disclosed the features and positioning clearly, but pricing transparency was a critical missing piece.

  • ›Steps [1] and [4] were both fetches of neogent.ai/ (homepage); the agent re-fetched the same URL rather than surfacing it from internal links, indicating the site may not have internal navigation to detailed subpages or the agent relied on typed memory rather than discovered navigation.
  • ›The pricing page (neogent.ai/pricing) returned 404 — a broken link that prevented direct access to a key product attribute. The agent did not find a working pricing link on the homepage itself.
  • ›All substantive product information (what they do, who it's for, capabilities, differentiation) came from the homepage fetches [1] and [4], suggesting the site concentrates its messaging on a single landing page rather than distributing details across subpages.
  • ›Web search [6] and [10] attempted to find pricing via external sources and returned either generic AI pricing guides or results for unrelated products (Neupogen, Neogen), indicating the agent could not corroborate or fill the pricing gap through search.
  • ›The agent correctly identified pricing as a critical missing gap and escalated this transparently in the final response rather than speculating; the task explicitly required pricing information, making this an unsatisfiable portion of the stated goal.

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