Pheochromocytoma is a catecholamine-secreting adrenal tumor and also a rare cause of secondary hypertension in pregnancy. Its low prevalence, nonspecific clinical presentation, and symptoms similar to preeclampsia generate a diagnostic challenge during pregnancy. A 23-year-old hypertensive pregnant woman at 36th gestational week of her first pregnancy was admitted with severe hypertension (210/150 mmHg), headache and proteinuria that made us presume the case as severe preeclampsia. In spite of starting with maximum doses of antihypertensive medications like IV labetolol,and oral nifedipine, loading dose of an anticonvulsant drug, and IV magnesium sulphate, her symptoms persisted. Keeping in view the risks involved to mother and fetus, we delivered the baby by emergency cesarean section. In the postoperative period, along with severe uncontrolled hypertension, she developed tremors, palpitation, and sweating that all led us to further diagnostic workup for secondary causes of hypertension. Eventually, a diagnosis of pheochromocytoma was confirmed by abdominopelvic contrast- enhanced computed tomography and by increased 24-hour urine metanephrine, normetanephrine, and vanillylmandelic acid levels. Subsequently, adrenal suppression was achieved by a multidisciplinary approach, and then she underwent laparoscopic adrenalectomy. This case highlights the importance of maintaining a high index of suspicion and multidisciplinary approach while investigating secondary causes of hypertension in young women, thereby differentiating it from preeclampsia.