Given that companies in China are blatantly selling forgeries of US gold coins[1], it appears that they aren't too worried about the consequences. Though maybe it would start to attract more attention if they began counterfeiting larger value items such as these gold bars.
[1] https://m.alibaba.com/product/60579932545/Gold-Plated-Tungst...