Pearlie \pe(ar)-lie\ as a girl's name is a variant of Pearl (Latin), and the meaning of Pearlie is "pearl".
The baby name Pearlie sounds like Pearle, Perle and Pearla. Other similar baby names are Pearline, Verlie, Carlie, Karlie, Charlie, Sharlie, Earlie, Harlie, Marlie, Paulie, Peale, Pealle, Perline, Pearleen and Perrie.