We present a percolation based model which is suitable for the design of sensors based on highly ordered nanogap arrays. Monte-Carlo simulations and analytical expressions are used to calculate the sensitivity and dynamic range as a function of the topology and geometry of the arrays, as well as the statistical distribution of the thresholds for conduction across the nanogaps.