This innovative work seeks to understand the uncertainty in official real GDP measures through the lens of satellite imagery data. Using satellite-recorded nighttime lights, we estimate the measurement errors in official real GDP per capita data and construct more robust measures. This work is important as it provides an opportunity to overcome the challenges of a weak statistical system and/or large informal sectors in low income countries, tapping into the wealth of big data.