Diagnosis typically involves a combination of patient history, physical examination, and lab tests. A throat swab can be used to collect samples for bacterial cultures or nucleic acid amplification tests (NAATs), which are effective in identifying pathogens like Neisseria gonorrhoeae and Chlamydia trachomatis.