The answer is anchovies, a so-called "forage fish," according to the NOAA, that is packed with goodness — in terms of flavor and nutrition. Flay once called anchovies "the bacon of the sea” and explained that the fish melt into sauces and other dishes, providing their salty, meaty flavor in a similar but more versatile way than brittle bacon does.