mira-vision.vercel.app
success
Claude Code
intent

What does mira-vision.vercel.app do and who is it for? Explain it back to me.

4steps
37.0sduration
$0.2511cost
18,631tokens
5 steps1 reasoning step1 search
home
home
search
/jeremy341/mira-ai
60%
answer from your site
100%
answer efficiency
50%
followed site links
answer sources
  • from this site60%
  • from external pages20%
  • from agent knowledge20%
url discovery
  • given in the task33%
  • followed a link33%
  • found via web search33%
insight

Agent successfully understood MIRA's core function, licensing, and positioning by fetching the main site and GitHub repository, then augmented the comparison with web search to contextualize alternatives. The site itself provided clear technical facts but lacked explicit competitive positioning and clarity around deployment readiness.

  • ›Steps [0] and [1] (both fetches of the root domain) returned nearly identical content, indicating the agent re-fetched the same page without discovering new navigation paths—the site does not appear to have multiple content pages or clear internal linking to deeper documentation.
  • ›Step [2] (web search) was essential for the 'alternatives' section; the main site explicitly states 'The page provides no comparative analysis against competing recycling detection systems,' so the agent had to fill that gap via external research.
  • ›Step [3] (GitHub) added the key differentiator about data quality over quantity—a substantive insight not present in the main site landing page, indicating the site does not fully explain what makes MIRA unique.
  • ›The agent identified several gaps (deployment readiness, use cases, donation/consulting options) that the site did not surface, but these were flagged as confusing absences rather than answered from model memory, showing appropriate restraint.
  • ›Navigation was minimal: the agent did not discover or follow internal links from the landing page to documentation, case studies, or pricing details (because none were provided)—it relied on direct URL guesses and external search to build a complete picture.

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