Suppose that Ω ⊂ R n+1 , n ≥ 2, is an open set satisfying the corkscrew condition with an n-dimensional ADR boundary, ∂Ω. In this note, we show that if harmonic functions are ε-approximable in L p for any p > n/(n − 1), then ∂Ω is uniformly rectifiable. Combining our results with those in [HT] gives us a new characterization of uniform rectifiability which complements the recent results in [HMM], [GMT] and [AGMT].