An analyte sensor cover is disclosed comprising a sensor cover including a top side, a bottom side, and an aperture. The bottom side includes a recessed portion dimensioned to at least partially receive an in vivo analyte sensor. An adhesive component adheres to the top side of the sensor cover and at least partially to the skin of a user to retain the in vivo analyte sensor in a suitable position.