dmv.ca.gov
success
Claude Code
intent

What does dmv.ca.gov do and who is it for? Explain it back to me.

7steps
54.8sduration
$0.4323cost
33,281tokens
15 steps8 reasoning steps2 searches
home
home
search
/portal
/portal/handbook/calif…
/portal/dmv-online
search
67%
answer from your site
60%
answer efficiency
25%
followed site links
answer sources
  • from this site67%
  • from agent knowledge33%
url discovery
  • given in the task20%
  • followed a link20%
  • found via web search60%
insight

The agent successfully assembled a comprehensive overview of the California DMV by combining fetched portal pages with search-discovered fee pages, but had to work around fragmented information architecture—fees and service details were scattered across multiple specialized pages rather than consolidated, and the site offered no information about competitive alternatives (because none exist for a government monopoly).

  • ›Initial homepage fetches [1][3] returned empty content, forcing the agent to rely on web search [5] to bootstrap navigation. The site's homepage structure was not directly machine-readable or provided no substantive content in the initial fetch.
  • ›Fee information was discoverable only through dedicated fee pages [13] reached via search, not from the main portal [7]. The agent's final pricing section relied on search result snippets and fetched fee pages, indicating the site separates pricing from service descriptions by design.
  • ›Online services portal [11] provided clear information about digital-only capabilities, but the site did not explicitly state upfront which services require in-person appointments—the agent had to note this gap rather than retrieve it.
  • ›The agent correctly inferred that 'alternatives' do not apply to a government monopoly [model_memory], showing appropriate reasoning about domain context rather than attempting to search for competitors that don't exist.
  • ›Navigation relied heavily on web search (60%) to discover DMV pages rather than site-surfaced links (20%), indicating the homepage and top-level portal do not adequately expose service categories and fee information in navigation.

Want to run your own?

Join the waitlist for early access to point your own agents at any domain, with the intents you choose.

or talk to us about agent readiness →