High‐energy electrons emit resonant electromagnetic radiation when passing through a spatially periodic medium. It is conventionally assumed that ultrarelativistic electron beams are required to obtain significant emission. We demonstrate theoretically the feasibility of exploiting solid‐state superlattices with short spatial periods to obtain both spontaneous and stimulated emission in the extreme‐ultraviolet and soft x‐ray range using nonrelativistic beams.