Earlier quoted context omitted.
I made an ad fraud startup which ran into the exact same problem. With video ads, advertisers will pay 10x more to be in a “user initiated” video player (the user clicked or there was a reasonable expectation there’d be a video on that page - YouTube, camera icon on preceding link, etc). But more often then not, those ads are running in an autoplay context (sticky video players in the bottom corner, large players in…
A funny anecdote that's not fraud but puts a bit more ambiguity into the alleged targeted ad eyeballs even from the big players. There's a good amount of "ambient" content on YouTube these days. Some not targeted at adults or even humans. I have been playing YouTube videos on my TV of birds & wildlife, for my house cats to enjoy. There is one guy who makes 8 hour long videos. There is one content creator basically ta…
Kids videos on YouTube[0] is another vector of techincally-not-fraudulent-but-very-low-value ad inventory. The stats on those videos also tend to be highly suspicious - i.e. basically no comments but millions of views and likes. Normally you'd call this bots, but then you realize that small children are literally incapable of commenting on all those Pregnant Elsa & Spiderman videos they are subjecting themselves to.
[0] Not to be confused with YouTube Kids, a subbrand/app intended for small children to satisfy US COPPA