Views and likes stats don't match because of ads

Matex0

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Maybe anyone has a good idea or can help me out, I'm running in-stream ads for my music videos and I'm getting a good amount of views.
Now my problem is, that I don't get enough likes and after a while, the video stats are looking a bit out of place, for example, 50K views with only 800 likes.
My videos are getting a good amount of comments without ads (250-300) so it's all about the video likes.

Does anyone maybe have a good idea to increase them? Tried to run Discovery Ads too but the engagement is really low and they are kind of expensive...
 
For something like your niche and content, it is natural that the views will far outweigh the likes.

Even the most popular songs have horrible views-to-like ratio. But because of high retention and video playbacks and comments, their ranking doesn't suffer.

But if you really wish to artificially inflate the likes, you will need a constant stream of fresh accounts that have watch history, as well as either residential proxies of 4g mobile proxies.

Also, I wouldn't suggest spamming likes, as that would be easier for the algorithm to detect.
 
For something like your niche and content, it is natural that the views will far outweigh the likes.

Even the most popular songs have horrible views-to-like ratio. But because of high retention and video playbacks and comments, their ranking doesn't suffer.

But if you really wish to artificially inflate the likes, you will need a constant stream of fresh accounts that have watch history, as well as either residential proxies of 4g mobile proxies.

Also, I wouldn't suggest spamming likes, as that would be easier for the algorithm to detect.
I was wondering if you could give me a hint on a very obvious method that new channels are using recently, I have my own methods and would be willing to exchange my knowledge for even a miniscule hint on this method
 
Maybe anyone has a good idea or can help me out, I'm running in-stream ads for my music videos and I'm getting a good amount of views.
Now my problem is, that I don't get enough likes and after a while, the video stats are looking a bit out of place, for example, 50K views with only 800 likes.
My videos are getting a good amount of comments without ads (250-300) so it's all about the video likes.

Does anyone maybe have a good idea to increase them? Tried to run Discovery Ads too but the engagement is really low and they are kind of expensive...
See the If we Know the Likes ratio is only Depand on the Total amount of Subscribers we have on the channel Becuase the Ratio come anyway Around 1% to 3% on Live steam .. Due to Different Time zone , Notication , and so more
 
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