findstack.com
success
Claude Code
intent

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

8steps
37.2sduration
$0.3590cost
91,456tokens
14 steps6 reasoning steps1 search
home
docs
/how-it-works
docs
/categories
docs
search
/methodology
100%
on-site discovery
71%
reliability
29%
link following
path origin
  • previous resource29%
  • prior knowledge71%
insight

The agent successfully assembled a comprehensive overview of Findstack's business model, target audience, and differentiation by combining content from five site pages (homepage, about, categories, blog, methodology) with prior knowledge. The site is moderately navigable for discovery but lacks explicit pricing and detailed methodology documentation — forcing the agent to rely heavily on prior knowledge (71%) to fill gaps and construct a coherent narrative.

  • ›Step [1] (homepage), [4] (about), and [12] (methodology) were cited as sources but their HTML responses were truncated in the trajectory, making it unclear what specific content they contained. The agent's final answer about founding date, user count, and vendor-neutral model likely came from prior knowledge rather than these fetches.
  • ›Steps [7] (categories) and [8] (blog) returned 200 responses but were not cited in the sources list, suggesting they may have been exploratory rather than content-bearing, or their content was used but not explicitly attributed.
  • ›The agent encountered two 404s ([3] pricing, [5] how-it-works) that revealed navigation gaps — key user questions about pricing and mechanics are not accessible via direct URLs, forcing reliance on inferred models or external search.
  • ›The agent did not complete step [10] (web search) substantively; search results were returned but not fetched or cited, indicating the agent pivoted back to site content rather than using external sources to fill knowledge gaps.
  • ›The final response confidently explains a B2B commission model, vendor-neutral listing policy, and international reach with no explicit cite to fetched content — strong signals of prior knowledge assertion rather than page-derived facts.

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