entityos.dev
success
Claude Code
intent

What does entityos.dev do and who is it for? Explain it back to me.

8steps
61.5sduration
$0.5536cost
38,433tokens
11 steps3 reasoning steps3 searches
home
home
docs
home
/product
search
search
search
71%
answer from your site
40%
answer efficiency
100%
followed site links
answer sources
  • from this site71%
  • from search results14%
  • from agent knowledge14%
url discovery
  • given in the task20%
  • followed a link80%
insight

The agent assembled a substantive overview of Entity OS's positioning and features from the homepage, but encountered significant friction: the pricing page returned 404, and critical details (deployment options, free trials, customer proof points) were never published on the site. The agent bridged these gaps using general knowledge of the orchestration platform market rather than site-specific information.

  • ›Steps [1] and [4] were the only productive content-bearing fetches; both retrieved the same homepage twice, suggesting the site has minimal internal navigation or subpage architecture—links to 'Pricing' and 'Product' sections both returned 404.
  • ›Pricing information is completely absent from publicly accessible pages; the agent correctly identified this as a gap and recommended contacting the sales team (hello@entityos.dev), indicating a contact-to-close sales model rather than self-serve pricing discovery.
  • ›The agent used search results (steps [8] and [9]) to provide competitive context (CrewAI, LangGraph, n8n, Make) rather than relying on the site itself to articulate differentiation—the site positions Entity OS but does not name or compare competitors.
  • ›The final answer correctly attributes each section's provenance: site-derived facts are grounded in the homepage content, while the 'Couldn't Find' section and competitive positioning rely on external knowledge, showing appropriate epistemic humility about what the site actually exposed.
  • ›The site's core message (operational governance, human-in-the-loop, audit trails) is clearly stated on the homepage and requires no guessing; the agent's bridging of missing details (pricing tiers, trial availability, deployment models) is appropriate gap-filling, not hallucination.

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