Electrochemically generated hydroxyl radicals at anodically polarized boron-doped diamond electrodes in aqueous media have been suggested to be responsible for their ability to electrochemically incinerate organic waste. In this letter, for the first time, we provide experimental evidence for the generation of hydroxyl radicals by using coumarin followed by the fluorescence detection of its hydroxylated product.