BrandlightResearch

Industry

Automotive

How AI engines recommend car brands across markets.

StudyPresence

EU Automotive AI Citations

What AI engines actually cite when recommending car brands across Reddit, YouTube, and social, and where billions in influencer spend isn't showing up.

2026-05Read →
IndexVisibility

Automotive AI Visibility Index

The competitive leaderboard: how automotive brands rank in AI recommendations across engines and markets.

2026-05Read →