ilo.so
partial
Claude Code
intent

What does ilo.so do and who is it for? Explain it back to me.

6steps
48.4sduration
$0.2971cost
57,496tokens
8 steps2 reasoning steps1 search
home
docs
docs
/features
search
/tool/ilo-so
80%
on-site discovery
80%
reliability
20%
link following
path origin
  • previous resource20%
  • web search20%
  • prior knowledge60%
insight

The agent assembled a partial but useful explanation of ilo.so by combining truncated homepage/pricing/docs fetches with a third-party review site. It correctly identified ilo as an X Analytics toolkit with a freemium model, but could not access complete pricing tiers, feature breakdowns, or competitive positioning because the site's own HTML was truncated during fetch and lacks dedicated comparison pages.

  • ›Step [1] (homepage) returned truncated HTML that confirmed ilo is a 'Twitter Analytics Chrome Extension' but cut off before feature details; step [2] (pricing page) also truncated, exposing only the meta description ('free CLI/MCP server, paid Chrome extension') without pricing tier specifics; step [3] (docs) similarly truncated.
  • ›The agent relied heavily on prior knowledge and a third-party review (step [6], creatoreconomytools.com) to fill gaps left by truncated first-party pages—the site itself does not publish a detailed, machine-readable feature matrix or competitive comparison.
  • ›ilo.so's own pages provide minimal marketing copy and no explicit alternatives comparison; the site appears optimized for developers already seeking it, not for discovery or evaluation against competitors. The freemium structure is stated only in meta descriptions, not in prominent body content the agent could fully parse.

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