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How do you track shifting buyer preferences for EVs vs hybrids?

Working on a project for an auto client and need to understand how people are deciding between EVs and hybrids right now. Any good approaches beyond just surveys?

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consumer-behaviormarket-segmentationtrend-analysis
Sarah Mitchell
Sarah Mitchell
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Beyond surveys, I'd look at search trend data (Google Trends is free and great for EV vs hybrid query shifts over time) and combine that with social listening tools like Brandwatch to catch real sentiment from owner communities and forums. Also worth pulling J.D. Power or Cox Automotive's quarterly reports — they track actual purchase funnel data that's hard to replicate on your own. The combo of behavioral signals + qualitative social data usually tells a richer story than surveys alone.

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