There are many product categories where I know that shopping on Amazon will be a miserable experience riddled with crap goods and useless search, so I go elsewhere. Never even occurred to me to use an LLM to make up for Amazon’s own deliberate decision to serve me crap.
To be clear, when I do use LLM for search, I don't limit it to one site.