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Share of Model

A measurement of how frequently a brand appears across answers from a single AI model relative to category competitors. The model-specific subset of Citation Share.

A measurement of how frequently a brand appears across answers from a single AI model relative to category competitors. The model-specific subset of Citation Share. Each engine has its own retrieval graph, source preferences, and bias profile — and Share of Model is how those differences show up in the data. A brand can dominate ChatGPT and be invisible on Perplexity in the same week.

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