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.
Brandlight Research Lab
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How AI engines recommend car brands across EU markets.
Consumer packaged goods in the AI consideration set.
Devices and gadgets in AI recommendations.
Beauty brands and how AI describes them.
Financial brands in regulated AI answers.
Insurance visibility in the AI funnel.
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