"Many contactless cards issued outside the UK can be used to pay as you go for travel (overseas transaction fees may apply):

American Express (AMEX) MasterCard and Maestro (some cards issued in the USA, Canada and the Netherlands aren't accepted) Visa and V PAY (some cards issued outside the UK aren't accepted)"

So no you can't tell ahead of time.