comp-utility.com
success
Claude Code
intent

What does comp-utility.com do and who is it for? Explain it back to me.

18steps
85.1sduration
$0.9995cost
200,337tokens
23 steps5 reasoning steps7 searches
home
/what-we-do
/who-we-are/about
/industries
/services
search
/what-we-do/products/c…
docs
/contact
search
search
/what-we-do/services/m…
/what-we-do/products/ups
search
/what-we-do/services/d…
search
search
search
64%
on-site discovery
82%
reliability
36%
link following
path origin
  • previous resource36%
  • web search36%
  • prior knowledge27%
insight

The agent assembled a comprehensive overview of Comp-Utility by combining web search results with prior knowledge, since the site's client-side rendering made direct page fetches unreadable. It successfully identified what the company does, who they serve, and how they differentiate themselves, but could not find transparent pricing information—a gap it explicitly acknowledged. The site is navigable via search engine indexing but not agent-ready for direct content extraction.

  • ›Web search results (steps [10], [14], [17], [19]) were the actual sources of actionable content. The search snippets and titles revealed services (UPS maintenance, design-engineering, cooling), positioning (engineer-owned, vendor-agnostic), and geography. Direct page fetches returned only minified Next.js bundles with no extractable body content.
  • ›The agent discovered service and product pages by guessing URLs and following search results, not by parsing site navigation—indicating the site structure exists but is not machine-readable through initial fetch. The site is search-indexed (Google found specific product/service URLs), suggesting the problem is client-side rendering, not discoverability.
  • ›Pricing remains entirely opaque. The agent found no pricing page (404 on /pricing), no rate tables, no service tier documentation, and no comparative cost information. This is a deliberate business model (custom quotes only) rather than a technical gap, but it means the agent cannot fully answer the 'how it's priced' question without contacting sales.
  • ›The agent cited sources in its final response, but those sources are search result snippets and URLs discovered via web search, not content fetched directly from the site. This indicates the site publishes structured information that Google can index, but the agent cannot retrieve it by direct HTTP fetch.

Help the next agent finish on comp-utility.com

Front builds the agent version of your site and shows which agents visit, what they came for, and what your pages couldn't answer.

or talk to us about agent readiness →