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AI Mention Sampler

A method pack for periodic AI-answer mention sampling on a fixed prompt list.

Purpose

Run the same prompts on a schedule and record brand presence without over-claiming precision.

What’s included

Prompt list structure, logging fields, peer comparison columns, and caution notes on variance.

Outputs

Directional evidence that feeds editorial tasks—usually source-page improvements.

Boundaries

We do not claim to manipulate model rankings or sell guaranteed mentions.

Automation

Optional API/token packs can be quoted if you automate parts of sampling.

Commercial note

Often bundled with Visibility Audit Kit for weekly operator passes.