Formulations for oral transmucosal compositions that include clomiphene-like selective estrogen receptor modulators (C-SERMs) in combination with transmucosal absorption enhancers are disclosed. Oral transmucosal compositions can be for fast release or slow release, and can be administered to increase bloodstream testosterone levels and thereby reduce symptoms of testosterone deficiency. Oral transmucosal compositions include liquid dosage forms, solid dosage forms, and chewing gums. Further dosage forms include mucoadhesive thin strips, thin films, tablets, patches, and tapes, among others. Other dosage forms are: mucoadhesive liquids such as gel-forming liquid gel-forming semisolids and gel-forming powders, among other dosage forms that exhibit mucoadhesive properties, and provide oral transmucosal delivery of C-SERMs. Oral transmucosal compositions allow the delivery of C-SERMs directly into the patients bloodstream, thereby providing high bioavailability of C-SERMs therefore, required dose is lower.