Product Context Interchange Format
Lexicon Validation: Will AI agents understand our terminology?
LLMs as corpus proxies for agentic coding compatibility
68.1%
Agent Compatibility
31 entity terms tested across 7 frontier models
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10 terms: AI agents may misinterpret these entities
Explore the Data
Term 1 of 31
Model Performance
gemini-3-pro-preview
77.4%
gemini-3-flash-preview
71.0%