compare models digitally before visiting showrooms
70%
use AI-powered tools to compare brands, features, prices, and reviews.
46%
use AI tools to discover and explore purchase options.
The Visibility Gap
Automotive brands invest heavily in digital visibility. But traditional metrics do not show whether your brand is being surfaced inside AI-generated recommendations.
Strong rankings do not guarantee AI visibility
Reviews and comparison pages do not ensure recommendations
Competitors can enter buyer consideration before you do