Blue Array’s Post

🚗 Here’s a fascinating example of how GEO surfaces (or hides) brands based on specific attributes that don’t align with their traditional positioning: Porsche performs poorly when users ask about "the best SUV for my family" because these models (such as Gemini) prioritise safety as a subquery. It's not that Porsche vehicles aren't safe. The problem is that neither Porsche nor automotive publications discuss their safety features extensively. Everyone focuses on performance, luxury, and the driving experience instead. AI models don't understand this nuance. They simply recognise that family SUV queries typically prioritise safety as a primary concern. If Porsche wants visibility in AI-generated responses, they need to address safety more prominently, but authentically.