Why do brands that are also generic terms have trouble being correctly recognized by chatbots?

AI chatbots work with entities . Ambiguous entities like “confetti,” “time,” or “world” have a hard time in the chatbot world. The lack of clarity that domains offer in classic SERPs is a disadvantage. While AI usually manages to distinguish between generic entity and brand for very large brands (like newspapers), this often doesn’t work for smaller brands.