This paper evaluates the benefits of combining household surveys with satellite and other geospatial data to generate small area estimates non-monetary poverty. Using from Tanzania Sri Lanka applying a household-level empirical best (EB) predictor mixed model, we find that survey significantly improves both precision accuracy our poverty estimates. While EB model moderately underestimates stand...