The "adventure" attached to the Sonic Rush brand simply means that the development team worked more dialogue into the production and extended the experience with exploration elements.

It’s been known since the post-credit scene for Sonic 2 that the next sequel will put a big focus on Shadow the Hedgehog, a character that first appeared in the 2001 game Sonic Adventure 2.