You can fish below the dam/spillway for cats also. Have only bank fished it with my son who lives near there. Beaver Fork lake is also just north of Conway. Haven't fished it, just recreation boated on it. Keep in mind that most Arkansas lakes tend to have clear water, so bait your hook accordingly.
Fishin' to stock Lake Crisco.