brainbox.io
success
Claude Code
intent

What does brainbox.io do and who is it for? Explain it back to me.

19steps
99.0sduration
$1.5243cost
182,507tokens
29 steps10 reasoning steps11 searches
home
docs
docs
/features
/product
search
search
search
/en
/en/pricing
search
search
search
/en/introduction
search
search
search
search
search
62%
on-site discovery
100%
reliability
0%
link following
path origin
  • web search38%
  • prior knowledge63%
insight

The agent partially satisfied the task by identifying and explaining what BrainBox does, who it's for, and how it differs from alternatives—but had to work around a critical discovery problem: brainbox.io itself is a parked domain with no real content. The agent pivoted to usebrainbox.com and assembled the answer from web search snippets and fetches of the actual product site, since the primary domain URL failed to provide any substantive information. The site's pricing and feature details were incomplete on the fetched pages, forcing the agent to acknowledge gaps in transparency.

  • ›Steps [1-6] all returned identical generic contact-form HTML—brainbox.io is not the active product domain, creating immediate discovery friction and requiring the agent to search for the real domain.
  • ›Steps [14-15] fetched usebrainbox.com and its pricing page via Next.js app scaffolding (truncated HTML), which meant the actual rendered content—pricing tiers, feature breakdowns, model options—was not returned in the fetch. The agent had to rely on web search results and prior knowledge to reconstruct this information.
  • ›Step [24] fetched the documentation site (docs.brainbox.com.co) but returned only HTML scaffolding, not content. The agent never extracted detailed feature or citation behavior from this step.
  • ›The agent cited three URLs in its final sources (usebrainbox.com, pricing page, docs) but all three fetches returned truncated/non-content HTML. The actual answer about features, pricing tiers (Elite/Advanced/Professional/Enterprise), LLM flexibility, and citations came from web search steps [11, 17, 20, 21, 26, 27], which were NOT explicitly cited in the sources list—a gap between what the agent found and what it credited.
  • ›The agent explicitly noted three confusions it could not resolve: exact feature-tier mappings, 'Intelligence Units' pricing, and rate limits. These represent real gaps in the site's transparency, not the agent's retrieval failure.
  • ›The domain mismatch (brainbox.io vs. usebrainbox.com) is a fundamental identity/discovery problem—users searching for brainbox.io get a dead end, and there is no clear redirect or indication on the parked domain that the product lives elsewhere.

Help the next agent finish on brainbox.io

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 →