There is obviously a lot of debate on whether or not fact checking is accurate and useful. I think simply presenting a fact check will help people think more critically about headlines they see every day. Like "Mythbusters Science". It's not perfect, but it helps people to think.

Relevant: https://xkcd.com/397/