For 𝑋(𝑛) a Rademacher or Steinhaus random multiplicative function, we consider the random polynomialsand show that the 2𝑘th moments on the unit circletend to Gaussian moments in the sense of mean-square convergence, uniformly for 𝑘 ≪ (log 𝑁∕ log log 𝑁) 1∕3 , but that in contrast to the case of independent and identically distributed coefficients, this behavior does not persist for 𝑘 much larger. We use these estimates to (i) give a proof of an almost sure Salem-Zygmund type central limit theorem for 𝑃 𝑁 (𝜃), previously obtained in unpublished work of Harper by different methods, and(ii) show that asymptotically almost surelyfor all 𝜀 > 0.M S C 2 0 2 0 11K65 (primary), 11N37, 42A05 (primary)