The popular tongue twister Peter Piper picked a peck of pickled peppers is based on which element figurative language?

The tongue twister "Peter Piper picked a peck of pickled peppers" is based on alliteration.

Alliteration is the repetition of consonant sounds at the beginning of words, as seen in the repeated "p" sound in the phrase.