Chicory is a forced radicchio, which results in a sweeter, more tender leaf than the usual, incredibly bitter (but equally delicious) radicchio. They’re delicious fresh and pickled, and we use both chicory and radicchio en-masse at the restaurant. If you can’t get hold of chicory, then radicchio works well.
