Overwhelmed deciding where to eat

Currently planning my itinerary for Tokyo, Osaka and Hiroshima and wanted to ask folks is it better to have all the places your going to eat pre-planned or should you be spontaneous (for places that aren't extremely busy). Also how trusty is google reviews, are they reliable or can you find good food at 'lower' scored places?

by itsmeokayy123