What do you mean. Why would a shop answer someone calling on a private number. Most people wouldn't. It opens the shop up to trolls and false bookings with no recourse if someone doesn't show up for that booking cause there's no number.
If you want privacy then yes get another number for punting or use WeChat to contact them.