AI can't tell some brands apart: usually it's your own sub-brand, sometimes your closest competitor

Parse embedded how AI describes 176 brands and measured the distance between them. Most brands are distinct, but a measurable minority collapse into near-twins, and they do it for two specific reasons you can check for your own brand.