Would many people have taken Blogger seriously if its founders were unknowns? Yes, it seems they would.
You're asking us to know something that is impossible to know. But, I've met Evan, I've read the story of Blogger, and I've heard him talk four or five times about his history with all of his companies. I don't think I would ever bet against him, regardless of whether people take him seriously or not.
And, of course, Evan was finished with Blogger before he embarked on other things. Twitter wasn't an old company that he revived after selling Blogger to Google. It was something new. He tried other things along the way, and when they failed or didn't succeed the way he'd hoped, he moved past them and tried something new. He's practically a poster child for doing the opposite of what you're suggesting.