The use of compression in this way may have emanated from the fact that the station already needed to have a compressor limiter in the signal chain, to prevent overmodulation, which could earn you a fine from the FCC. I was told to dial the compressor to within a gnat's ass of 100% modulation.
How the two recordings sound in your phone or laptop might be clouded by those devices also processing your sound to make tiny speakers sound louder.
A popular processor was the Orban Optimod, so I checked to see if it's still in production, nearly 40 years later:
https://www.orban.com/optimodfm-8700i
Ironically, the new model claims that it "brings hyper-compressed music back to life."