testable.org
success
Claude Code
intent

What does testable.org do and who is it for? Explain it back to me.

6steps
43.0sduration
$0.3464cost
19,200tokens
8 steps2 reasoning steps1 search
home
docs
/features
docs
search
docs
71%
answer from your site
60%
answer efficiency
50%
followed site links
answer sources
  • from this site71%
  • from search results14%
  • from agent knowledge14%
url discovery
  • given in the task20%
  • followed a link40%
  • guessed the URL40%
insight

The agent successfully gathered core information about Testable's service, pricing, and academic positioning from the site itself, but identified a significant gap: the site does not explicitly articulate competitive differentiation or 'why choose us' messaging. The agent filled this gap by inferring distinctive features (academic focus, participant verification, behavioral experiments) from homepage content and supplemented with competitor context from web search results.

  • ›Step [1] (homepage) was the single richest source, containing service description, user base (15k+ researchers, 200+ universities), feature overview, and participant pool details — all core task content in one fetch, indicating well-structured homepage content.
  • ›Step [2] (pricing page) cleanly answered pricing and commission structure with four tiers and clear per-tier differences, demonstrating the site surfaces pricing information directly and completely.
  • ›Step [4] (about page) revealed a major gap: the site emphasizes team credentials and academic backing but does NOT articulate competitive differentiation — the agent noted this explicitly as 'the most confusing gap.'
  • ›Steps [3] and [5] (features, docs pages) both failed or returned navigation hubs rather than content, forcing the agent to rely on homepage content and model inference rather than dedicated feature comparison pages.
  • ›The agent resorted to web search (step [6]) and model memory to fill the positioning gap, suggesting the site lacks a dedicated competitive positioning resource or FAQ that would have answered this task layer directly.

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