The propagation of shock-induced chemical reactions over nanometer distances is studied in energetic materials consisting of Al nanoparticles (30, 62, and 110 nm) in the polymer oxidizers nitrocellulose (NC) and Teflon. Picosecond laser flash heating vaporizes the Al particles, which react with surrounding oxidizer and generate a spherical shock wave with a rapidly dropping pressure, that decomposes the NC or Teflon out to a diameter drxn. A methodology is developed to measure drxn as a function of laser energy, that uses the average distance between nanoparticles davg as a length scale and identifies the ablation threshold as occurring when the reaction spheres from multiple particles coalesce. At minimal laser fluences, drxn is slightly larger than the diameter of the polymer sphere needed to just oxidize the nanoparticle. The excess diameter is attributed to the chemical energy of oxidation. At larger laser fluences where chemical energy is unimportant, drxn∝E over the length scale of 50–1500 nm, where E is the energy in the spherical shock. Shock-induced chemical reactions propagate farther with larger nanoparticles and farther in Teflon than in NC. The linear dependence of drxn on E is explained using a hydrodynamic model that assumes chemistry occurs when a pressure P is applied for a given time t, so that Pt=constant.