look20.com
success
Claude Code
intent

What does look20.com do and who is it for? Explain it back to me.

4steps
28.3sduration
$0.1739cost
17,400tokens
6 steps2 reasoning steps
home
home
docs
home
80%
answer from your site
50%
answer efficiency
100%
followed site links
answer sources
  • from this site80%
  • from agent knowledge20%
url discovery
  • given in the task25%
  • followed a link75%
insight

Agent successfully gathered core facts about Look20's product, pricing, and positioning from the homepage and pricing page. The site was straightforward to navigate but left several details undisclosed—particularly free trial availability, launch timeline clarity, and competitor positioning—which the agent acknowledged as gaps rather than asserted from memory.

  • ›Homepage and pricing page carried all factual substance; agent reached them via direct URL recall (not surfaced discovery). Both pages returned content in fetchable form without truncation or navigation barriers.
  • ›Pricing page was explicit and complete: three tiers with exact costs per billing cycle, included features, and renewal terms. No guesswork needed.
  • ›Agent correctly identified three genuine confusions: absence of free tier or trial info, 'coming soon' status obscuring what's live now vs. launching, and unexplained 'breathing ring' feature. None of these appear to have been invented—they reflect actual gaps in the site's disclosure.
  • ›Site contains no competitor comparisons or positioning statements. Agent relied on model knowledge to note absence of comparisons (e.g., f.lux, Eye Comfort, OS features) rather than inventing alternatives from memory.
  • ›The 'success_with_light_bridge' outcome suggests the agent filled minor gaps (likely the competitor context in final answer) using background knowledge, but did not invent missing domain facts from memory.

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