There’s usually some back and forth about time, price, and the type of massage requested regardless if a price is posted no? Not sure what the big deal is.
I wouldn’t feel comfortable going into a situation where the only mention of price was in their ad. For me it’s much better to have an explicit agreement on time/price beforehand.