Garden dahlia is a plant from Mexico grown in sunny beds for its colorful flowers. Many plants sold under this name are hybrids, so flower shape alone cannot confirm Dahlia pinnata.

Dahlia often has divided lower leaves, though upper leaves can be simple. Common zinnia has simple, stalkless leaves that clasp the stem.
Why they get mixed upDouble zinnia cultivars can have rounded, many-petaled blooms much like some dahlias.