Automotive research library

Research from competitor benchmarks, measurement and car-buyer data

Explore eDataXchange automotive digital competitor benchmarking, EV Index reports, media attribution, OEM analytics and customer-journey research.

Explore the library ↓
Published research · Q2 2026

Compare published EV readiness across selected European markets

76Germany70France67UK

Explore the selected-market comparison →

Overall index points · Published 12 August 2026
Research formats

Webinars, whitepapers, EV reports, videos and case studies

Newest first. Original publications, webinar summaries and recordings alongside concise reading guides. Historical reports keep their publication dates; their findings describe that period.

7 resources · Market analysis

Market analysis

Customer experience ·

Driving decisions: how car buyers use reviews to make their choice

Research with Haymarket, Autovia and Bauer analysed millions of interactions to understand how automotive media influences the purchase journey.

Market analysis

Market entry ·

The Long March: Chinese car brands in Europe

Sophus3 tracked the rapidly expanding European footprint of Chinese automotive brands, their digital capabilities and their early audience share.

Market analysis

Market Intelligence ·

Quiz: Can you match these Chinese brands with their models?

Chinese brands entering Europe are facing a familiar challenge in mature automotive markets: what to call their cars. The majority are resorting to the reliable, if forgettable.

Market analysis

Market Intelligence ·

Video: What are the digital capabilities of the Chinese car brands entering Europe?

View Are Chinese Brands Becoming More Digita In this latest episode from Sophus3’s Automotive Digital Summit 2023 we share unique research and insight into the digital strategies.

Market analysis

Market entry ·

How digital were Chinese challenger brands?

The second briefing paper provides a baseline for understanding how new entrants’ European websites have evolved.

Market analysis

Research ·

How to put the ‘human’ into auto ecommerce

Tuesday 7th June 2022 | The second video in our 2022 Automotive Summit focuses on ecommerce, direct from the state-of-the-art virtual showroom facility at Volkswagen Group’s UK.

Market analysis

Research ·

Europe’s car brands are sleep-walking into historic levels of marketing inefficiency

Europe’s car brands are sleep-walking into historic levels of marketing inefficiency The latest analysis from automotive digital specialists Sophus3 suggests car brands are using.

Apply the research

Use the same data and methods on your own automotive business questions

Explore how eDataXchange automotive digital competitor benchmarking, analytics and attribution help teams improve demand, customer journeys and marketing outcomes.

Talk to an automotive specialist

Need competitor benchmarks, better analytics or independent attribution?

Talk to Sophus3 about eDataXchange, automotive analytics, media measurement, AI visibility or market entry.

Book a strategy call