There's no research proving or denying this claim, but as anecdotal evidence: Mike Bloomberg spent more on advertising than any candidate in history for his primary election campaign (~$500 million), which he lost spectacularly.

People often credit Facebook Ads for Trump's 2016 victory, and it's an interesting claim considering that he spent substantially less than Bloomberg on the platform (~$40 million).