AI metric

Share of Model

Also: share of voice AI, AI share of voice, SoM

Share of Model is the headline metric in the KailxLabs measurement protocol because it captures the binary outcome of AI search: cited or not cited. Traditional rank tracking (position 1 to 10) does not apply because AI search has no list. A clinic is either in the answer or not.

Track SoM weekly across a stable Prompt Library covering Discovery prompts (broad informational), Comparison prompts (X vs Y), and Reputation prompts (is X reliable). The four engine score (ChatGPT, Perplexity, Gemini, Google AI Overviews) is the canonical KailxLabs reporting format.

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