deha.one
success
Claude Code
intent
What does deha.one do and who is it for? Explain it back to me.
5steps
35.2sduration
$0.2207cost
20,708tokens
8 steps3 reasoning steps
home
home
docs
home
home
80%
answer from your site
40%
answer efficiency
100%
followed site links
answer sources
- from this site80%
- from agent knowledge20%
url discovery
- given in the task20%
- followed a link80%
insight
The agent successfully extracted DEHA Lab's positioning, capabilities, and philosophy from the homepage, but pricing information was genuinely absent from the site—not a retrieval failure. The domain redirect (deha.one → dehalab.com) was handled smoothly, and repeated homepage fetches yielded consistent, complete answers despite no dedicated pricing page existing.
- ›Steps [2] and [5] both fetched the same homepage (dehalab.com/) and returned overlapping but complementary content; the agent assembled its final answer by synthesizing across these two homepages without relying on model inference for domain facts.
- ›The agent correctly identified that pricing is genuinely not publicly listed (step [4] confirmed pricing/ returns 404), not a navigation failure—an honest gap, not a site-surfacing problem.
- ›The homepage is content-dense and well-structured, exposing core differentiation (deterministic engines vs. LLM-centricity, source attribution, human-in-the-loop, data residency) without requiring the agent to hunt across multiple pages.
- ›The domain redirect at step [1] was transparent (308 with explicit redirect target); the agent correctly followed it without friction, though the initial URL was typed from memory (task preset), not discovered by site navigation.
- ›Site structure and labeling are clear enough that the agent knew where to look for pricing (attempted /pricing, got 404) and correctly concluded the information is unavailable rather than inaccessible—a meaningful distinction for evaluating site navigability.
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