The report explores how AI is becoming a key battleground in the electrified car market, influencing how brands are discovered, compared and recommended. In 2026, AI acts not just as a search tool, but as an intermediary that shapes consumer perception and purchase consideration.

Using AIBrandpulse360, the study compares real vehicle registration data with brand visibility and share of voice in AI systems such as ChatGPT. The findings show that higher sales do not always translate into stronger AI recommendations: some brands gain visibility in conversational environments, while others show clear gaps despite strong market performance.

Overall, the report confirms that AI visibility is becoming a demand-driving factor, not merely a reflection of sales. In this new landscape, brands must compete not only to sell more, but to be considered relevant enough for algorithmic recommendation.