The alert posted to Twitter Thursday night says police believe 16-year-old Amy Yu and Kevin Esterly are in Mexico, and Amy may be in danger.
The two went missing Feb. 9, shortly after authorities were notified the pair may have been involved in a romantic relationship. Amy's family previously said the two met at church years ago, and Amy is friends with one of Esterly's daughters.
School records show Esterly signed Amy out of school 10 times between Nov. 13 and Feb. 9. Police say Amy had changed school documents to list him as her stepfather.
In a criminal complaint filed with Allentown Police, Esterly's wife said he withdrew $4,000 from her bank account and that his car and personal documents were gone.
Yu is about 4 feet 11 inches tall and 90 pounds, while Esterly is 5 feet 9 inches tall and 185 pounds, according to police.
Authorities believe they may be driving a 1999 red, two-door Honda Accord with the Pennsylvania plate KLT 0529.
Anyone who sees either of them is asked to call 911, local police or the Allentown Police at 610-437-7751.
The Associated Press contributed to this report.