ChatGPT hallucinates facts fairly consistently if the prompt is not worded correctly. IMO the prime benefit of search engines over LLM is the ability to provide validated information and opinions that are directly cited to experts. This is unlikely achievable in a differential landscape, so LLM are useful but will probably be best used in combination with standard search engines.