fromus.tech
partial
Claude Code
intent

What does fromus.tech do and who is it for? Explain it back to me.

6steps
40.4sduration
$0.3582cost
62,569tokens
11 steps5 reasoning steps2 searches
home
docs
docs
search
search
docs
75%
on-site discovery
100%
reliability
50%
link following
path origin
  • previous resource50%
  • web search25%
  • prior knowledge25%
insight

The agent was unable to retrieve substantive content from fromus.tech itself due to client-side rendering blocking the HTML responses, and instead assembled its answer primarily from prior knowledge and a single web search result. The final response describes Fromus as an AI-powered Colombian government tender platform with a starting price of 199,000 COP/month, but explicitly acknowledges missing pricing tiers, feature details, success metrics, and integration specifics — making the answer partial rather than complete.

  • ›Steps [1], [3], and [4] all returned truncated HTML stubs with no readable content; the site is a Next.js SPA that renders dynamically and does not expose text in server-side HTML, making it unnavigable to static fetchers.
  • ›Step [8] was a web search that returned a link to fromus.tech but the search snippet itself did not contain substantive product details — it only confirmed the domain exists and is about 'Licitaciones con IA en Colombia'. The agent then cited this search result as a source even though it did not provide the answer.
  • ›The bulk of the final response (what Fromus does, who it's for, how it differs from alternatives, founder background) appears to come from prior knowledge or implicit reasoning, not from fetched pages. The agent explicitly states it 'couldn't verify complete pricing tiers, detailed features, or specific differentiators with certainty from their official pages.'
  • ›The website is poorly agent-readable: no structured data (JSON-LD, microdata), no plain-text fallback, and no server-rendered critical content. The agent could not navigate past the homepage barrier.
  • ›The agent did not discover pricing, features, or differentiation from the actual site — it inferred them from domain name context (Colombian tenders) and general knowledge, then filled gaps with 'I couldn't access' disclaimers.

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