At least the ones i have tasted decaf espresso does taste more weak but might have been because my decaf beans were noticeably older and the freshness seems to be one of the biggest factors. If i took decaf coffee somewhere based on my knowledge i would likely just assume that it is old/low quality/not brewed strong enough before i would assume its decaf