If this ever gets popular then sellers will “optimize” their product listings to exploit the LLM (a “soft” prompt injection if you will). This will definitely be the case in marketplaces (like Amazon and Walmart). It’ll turn the old boring task of shopping into a fun puzzle to spot the decoy item or overpriced product.