From Longman Dictionary of Contemporary Englishgreasy spoonˌgreasy ˈspoon noun [countable] DFTBBSHOP/STOREa small cheap restaurant that mainly serves fried food
Examples from the Corpus
greasy spoon• When Buck and Ratso go to another greasy spoon, a crazy is ranting in the background. 