NFC tag antenna detection without a NFC chip
I used a nanovna recently and with that I could detect if there was a rfid antenna and if there was a rfid card in the field. But I don't think that is what you are wanting. Nevertheless, it illustrates that you can have a sweep frequency generator and detect the resonance.