Leucospilapteryx venustella is a moth of the family Gracillariidae.

It is known from Canada (Québec) and the United States (the Atlantic states, Maine, Michigan, Missouri, Ohio, Pennsylvania, Vermont, Maryland and Kentucky).

[2] The larvae feed on Ageratina ageratoides, Ageratina altissima and Eupatorium urticifolium.

They mine the leaves of their host plant.

This article relating to moths in subfamily Acrocercopinae is a stub.