AI Visibility Measurement Pack - 20 Query System

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Description

A vendor-neutral measurement pack for tracking whether AI answer systems mention a brand, recommend it, cite its domain, or place it in the top three across a stable query sample. Includes a 20-query plan, observation log, scoring rubric, repeat-run SOP, sample data, and a tested zero-dependency Node.js summarizer that outputs Markdown and JSON. It records limitations clearly and makes no ranking or traffic guarantees.