I'm currently on a Nana High so
every Nana song is my fave at the moment
But overall, my faves would definitely include Take a shot, Shin Ai and Innocent Starter.
The songs I'm obsessing over the most at the moment, though, are Etsuraku Camellia, Bring it on!, Zankou no Gaia, and Gimmick Game.