Allergies: Sometimes, a person having a certain food allergy can also develop rash on their inner thigh. But, in case a person is allergic to some specific type of food, the rashes might occur on other skin regions too along with inner thigh. Common food allergens are nuts, avocados, strawberry, milk, and shellfish.