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Notes on measuring what AI assistants say about brands — what is worth counting, how much sampling it takes, and how to tell a real change from noise.

Measure it instead of guessing.

The Free plan includes five prompts and 100 monthly credits — enough for a five-prompt report across all four providers. No credit card required.