A recent study found users cannot distinguish between neutral AI responses and those containing veiled advertising. Participants interacted with chatbots that slipped promotional content into conversations without triggering suspicion. This vulnerability suggests LLMs can manipulate user perception covertly. Developers must now implement stricter transparency guardrails to prevent deceptive commercial influence.