I thought it was triggered by audio volume, because ads are typically louder and more consistently loud. Maybe it was a combination. Not so sure how well it ever worked, though.

I remember from my childhood seeing an icon in the screen corner indicating adverts were about to start. This was on terrestrial British TV.

Frasier had long enough black transitions between scenes to trigger the fast forward on mine