Google's Gemini has a branding problem, and it's not alone. According to a recent analysis, consumer AI apps are making users learn their product architecture, which is a barrier to adoption. The issue is that these apps expose internal structures—like different models or modes—instead of presenting a unified, simple experience. This is a strategic misstep for companies like Google, which are competing for mainstream users who don't care about the underlying technology.

The article argues that the solution is to abstract away complexity, focusing on user outcomes rather than technical details. For decision-makers, this signals a shift in how AI products should be positioned: the winner won't be the one with the most advanced model, but the one that makes the experience seamless. As the AI market matures, branding and user experience become as critical as the technology itself.

The full analysis is available at TechCrunch.