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iLang Inc. vs Knotr

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

iLang Inc. compared with Knotr
DetailiLang Inc. logo iLang Inc. Knotr
What it doesThe native language of AI; in human terms, a protocol. Your voice and skills in every AI tool you use
StageStartup Startup
Founded2026 Not given
Based inCA US
Pricing modelOpen source Freemium
PricingNot given Free: 1 Profile, 10 Skills, 50 Documents, 10 Artifacts, 1 Style Guide from Starter Pack, 100 Hosted Chat AI credits/month. Pro: $24/mo or $20/mo billed annually, 5 Profiles, 75 Skills, 500 Documents, 75 Artifacts, 1 Style Guide, 1,000 Hosted Chat AI credits/month. Max: $49/mo or $40/mo billed annual
Key features
  • AI-native communication protocol with 88 verbs and two syntaxes
  • AI See: give any AI model vision by pasting i.ilang.ai URLs
  • Zero installation required, pure text format
  • Works across ChatGPT, Claude, Gemini, DeepSeek, Qwen and other models
  • Loader available via pip and npm for automatic protocol injection
  • Prompt compression: 67% reduction in tokens for typical instructions
  • Profiles to define voice, tone, and judgment
  • Style Guides to enforce writing rules
  • Knowledgebases to store trusted documents and notes
  • Skills to package repeatable workflows
  • Artifacts for versioned, shareable outputs
  • Hosted Chat with custom runtime
  • MCP integration with external tools
  • Team workspaces with shared knowledge
  • Skill Catalog for discovery and import
  • Collections to group and present artifacts
What makes it different
  • First protocol to formally map Greek mathematical symbols as primitive verbs for AI-to-AI communication
  • Computable vector space for AI judgment using 11 dimensions and fuzzy mathematics instead of binary classification
  • Open source and MIT licensed with no royalties or approval required
  • Operates at the instruction and behavioral layer, complementary to MCP and A2A protocols
  • Tested and benchmarked with public conformance results and DOI-registered research
  • Output sounds like you, not generic AI, because every tool reads the same profiles and style guides
  • Stop re-uploading docs and rewriting instructions for each new tool
  • Individual voice, shared standards on teams
  • Built-in changelogs instead of Git for managing skills
  • Works with any MCP-compatible AI client without vendor lock-in
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)38 +1 (up) since last check2 no change since last check
Trust Flow (Majestic)74
Citation Flow (Majestic)2725
Referring domains (Majestic)6627

6 details filled in for both companies.

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