Genius on iPhone only displays "This song doesn't have enough related songs to create a Genius Playlist"?

I have 30 days worth of music on my (128 GB) iPhone and it displays the message "This song doesn't have enough related songs to create a Genius Playlist" for even the most popular Beatles tracks. My iTunes library will create Genius playlists with no problem at all, but my phone will not. The only thing I can think of is that I updated Genius after actually putting the music on the phone, but I have turned Genius off/on again on the phone itself to encourage results to be reestablished and yet still nothing. I have also synched the iPhone multiple times since.
I really do not want to remove and re-add 12,000 (75 GB worth) songs from my iPhone just to get some valid Genius results. Does anyone have a solution?

It is like the message says. You do not have enough similar songs for Genius to work.
Genius for iPod and iPhone

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