vaia.space
success
Claude Code
intent
What does vaia.space do and who is it for? Explain it back to me.
8steps
52.3sduration
$0.3877cost
35,938tokens
11 steps3 reasoning steps2 searches
home
docs
home
home
search
search
home
/faq
100%
answer from your site
67%
answer efficiency
100%
followed site links
answer sources
- from this site100%
url discovery
- given in the task17%
- followed a link83%
insight
Agent satisfied the task by assembling a clear explanation of Vaia from the site's homepage and FAQ. The site was moderately navigable but offered limited depth: pricing was explicitly withheld, competitive positioning was absent, and the product remains in early-access waitlist mode—forcing the agent to acknowledge gaps rather than fill them with inference.
- ›Pricing is deliberately unpublished. The FAQ explicitly states it is not available and requires direct contact—this is a site-enforced constraint, not a gap the agent missed. Steps [0], [2], and [9] all consistently retrieved this same message.
- ›The site surfaces what it wants to communicate (modularity, consolidation, six feature modules) through homepage and FAQ, but provides no competitive comparisons, case studies, or customer evidence. Agent correctly noted this absence rather than inventing alternatives.
- ›Navigation is sparse: agent found primary nav from homepage and located FAQ via site-provided link [step 8→9]. A /pricing URL was tried and returned 404 [step 1], confirming the site does not publish pricing anywhere—not due to agent navigation failure.
- ›Agent attempted web search [steps 5–6] to find external pricing or comparative information, but search results conflated vaia.space with Vaia.com (a study app) and other unrelated products, yielding no useful external sources. Agent correctly identified this noise and did not cite those results.
- ›The final response is grounded entirely in fetched site content (steps 0, 2, 8, 9 cited as sources) with no reliance on model memory for claims about the domain. The agent acknowledged what was missing rather than hallucinating details.
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