Where is your brand losing out in AI search?
Automotive AI visibility can vary sharply by topic and market. Sophus3 shows why one overall visibility score can hide important competitive gaps.
Data-led perspectives, emerging trends and expert analysis from Sophus3 — built from real automotive measurement, market and customer behaviour work.
Automotive AI visibility can vary sharply by topic and market. Sophus3 shows why one overall visibility score can hide important competitive gaps.
The Q4 2025 Sophus3 EV Index recorded stronger consumer interest across several European markets, even as affordability remained uneven.
The UK moved ahead of Germany and France in the Sophus3 EV Index as consumer interest strengthened, while infrastructure and the used-EV market remained important constraints.
The Sophus3 EV Index improved in most tracked markets, but the used-EV market emerged as a major constraint on wider adoption.
The Q1 2025 EV Index found signs of improving affordability and choice, while significant differences in consumer interest remained across Europe.
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