openfunnel.ai
success
Claude Code
intent

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

8steps
50.8sduration
$0.0909cost
86,094tokens
12 steps4 reasoning steps2 searches
home
docs
docs
docs.home
search
/launches/ovm-openfunn…
search
home
83%
on-site discovery
83%
reliability
67%
link following
path origin
  • previous resource67%
  • web search17%
  • prior knowledge17%
insight

The agent assembled a comprehensive explanation of OpenFunnel by combining fragments from the official homepage, pricing page, and documentation site with content from a Y Combinator launch post. The main site itself was navigation-ready but sparse on product detail—the agent had to fetch external sources (YC launch, docs site) and rely on prior knowledge to construct a complete answer about what OpenFunnel does, who it's for, pricing, and differentiation.

  • ›Step [0] (homepage) and [1] (pricing page) returned HTML but were not fully parsed in the trajectory—the agent indexed them but drew little explicit content from them; instead it pivoted to external sources for concrete details.
  • ›Step [8] (Y Combinator launch post) was the single most content-bearing source, providing the core narrative: 'time-aware search engine,' the problem statement ('GTM search is broken'), and the key differentiator (signal-driven vs. database matching). This was not discoverable from the official site itself.
  • ›Step [5] (docs.openfunnel.dev) was fetched but not deeply parsed; the agent acknowledged it as a resource for feature depth but did not extract specific content from it in the final answer, indicating the docs site exists but required deeper navigation than the agent performed.
  • ›The official openfunnel.ai site does not publish structured positioning, pricing detail (credit amounts), or customer tier information in a machine-readable form—the agent had to infer these from fragmented HTML and external sources.
  • ›The agent correctly identified what was *missing* from the site itself: specific credit-to-API-call mappings, tier comparisons, and direct positioning against alternatives. This shows low self-service machine-readiness for the discovery-evaluation intent.

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