I have given up on Pandora and moved to Spotify.  Spotify's shuffle isn't a whole lot better but overall it is a much better streaming service than Pandora.  It has some cool features like an AI DJ.  As to the shuffle issue there is no way that they cannot create an algorithm that will shuffle through your entire playlist and play every song.  So ask yourself why doesn't it?  The only conclusion I can come up with is money.  Per AI: Streaming services do not pay the same royalties for every song. The amount of money artists earn from streaming royalties can vary significantly based on several factors I think the shuffle feature focuses on songs that cost them less to play.  Is this true @AdamPandora ? Bottom line your best bet is to just put together large playlists and just play them outright with no shuffle.  ... View more

Pretty much any shuffle plays certain songs way too often and skips over the majority of the rest of the play list.  It should randomly shuffle through the entire playlist before repeating songs.  Again, this does not sound like it would be too hard to manage.  It also sounds like many have repeatedly requested this be addressed and it is not.  Why is that? ... View more