Localization of sputum-positive but radiologically occult bronchogenic carcinomas is usually accomplished by endobronchial brushing and/or biopsy under fiberoptic bronchoscopy. However, occasionally bronchoscopy is initially unsuccessful, and interval follow-up bronchoscopies or other methods are required to secure precise preoperative tumor localization. We present a case with repeated positive sputum cytologies in which CT proved complementary to nonlocalizing endoscopies by identifying bronchogenic carcinoma as focal peribronchial thickening. Careful preparation of the surgical specimen provided precise pathologic correlation of the CT findings with a small squamous cell carcinoma.