I just run guild groups basically. I just encounter trouble when I try to get a group without the guild.
As far as rewards, the whole thing is odd to me. I don't get why people care so much. I never pay attention to what gear I might get by running a dungeon. Story mode and explorable mode are equally rewarding for me because they're both challenging and fun.