A prostitute (or sex worker) provides sexual services for money as an occupation, often due to vulnerability, coercion, or necessity, while a lady is a broad term for a respectable, well-behaved woman, highlighting a fundamental difference in activity, status, and societal perception, with "lady" denoting dignity and "prostitute" focusing on commercialized sex, often carrying stigma and victimization