How to Measure and Improve AI Perception

Buyers now start with AI tools like ChatGPT and Claude, not Google. A brand's visibility depends on earning a favorable mention in AI-generated answers. Most companies lack reliable methods to measure their AI perception. The author outlines a framework for tracking and improving how AI models perceive a brand.