The St. Louis Post-Dispatch reports St. Peters police are looking for the missing rhino after it went missing. The inflatable rhino was outside Michael's Flooring Outlet at 116 Main Street as an advertisement to draw attention to the store. Police said the rhino went missing between 8:30 p.m. and 11:30 p.m. on Monday.

According to the Post-Dispatch, an employee driving by the store though the rhino has simply deflated before realizing that it wasn't there at all.