I even found a terms that return ‘not enough data’ in YouTube but gets 350 searches in Google monthly and the two of the top 3 results are Youtube Videos. While I am now the top video in YT for the term, the #2 Video is the one used in the Google SERPs. Any thoughts on why the Google SERPs choose lower ranking YT videos to show? I am leaning towards the lack of social signals but would love your input.
Ron, Google just had some major updates, avoid buying any type of views. Like I previous said, high pr backlinks is what you need. Best practice is using about 5 do follow web 2.0 properties to link directly to your YouTube video, and build all backlinks to your 5 web 2.0 properties so if your video gets deleted from buying views you still have all that backlink juice that you can redirect to the new video.
I am not even appearing in the SERP (Youtube) while searching for the title of the video. Another point is we have distributed the copyright of our video with other premium youtube channel and now they are appearing almost everywhere in the SERP (even when a user search for the title). They are also expending $90 on a daily basis to promote that video.
It appears that the reason this page from a little-known website is able to rank amongst the bigger players is that the content itself is more focussed. It talks about how to name images for SEO, whereas most of the other pages are more general guides to image SEO—which all presumably mention the importance of naming images correctly, amongst other things.

Google’s aim is to provide the most relevant result for any given query. Their entire business model relies on them being able to do this, consistently, across hundreds of billions of searches. For that reason, they’ve invested heavily into understanding the intent of queries, i.e., the reason a person typed a specific thing into Google in the first place.
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