Frameworks · Framework

AI Visibility Measurement Framework

A simple framework for turning SEO demand and AI answer visibility into measurable operating signals.

Use the four-part framework to keep SEO-informed AI visibility measurement practical:

1. Prompt: define the buyer questions.
2. Presence: check whether the brand appears.
3. Proof: record citations and evidence.
4. Position: compare how the answer frames competitors.

This framework keeps GEO work tied to observable answer evidence.