The term 'caption under a diet ad picture' can be summarized as a phrase or sentence that is placed beneath an advertisement for a diet product. This caption typically provides additional information about the product, such as its benefits or how it works. The answer to this crossword puzzle is BEFORE, which is a six-letter word that implies that the diet product will help the consumer achieve their desired results BEFORE a certain time.