GEO & AI search
AI citation audit
Definition
A structured test of how AI assistants treat your brand when shoppers ask buying questions in your category. You run a fixed panel of questions across the major assistants and score each answer on a three-level scale - named in the recommendation, cited as a source, or absent - producing a score you can track and a gap log you can act on.
Defined in How to Run an AI Citation Audit for Your Brand.
Where AI citation audit comes up
The guides that put this term to work, rather than just defining it.
- Commerce GEOCommerce GEO: How to Get Your Products Recommended by AI
- For AgenciesHow Agencies Package Commerce GEO as a Service
- Commerce GEOHow Perplexity Picks Products (Observed Behavior)
- For AgenciesPricing Agentic Services: Fixed-Scope Logic for Agencies
- Commerce GEOReviews, Reddit, and the Corroboration Graph
- Commerce GEOShould You Block AI Crawlers? A Merchant Decision Guide
- Agentic CommerceThe Agentic Commerce Readiness Checklist
- Commerce GEOWhat Your Free AI Citation Check Report Actually Shows
Does ChatGPT recommend you, or a rival?
We run real shopping prompts for your category and show who AI assistants put on the shelf.