How to order a Select query in MySQL based on the most occurrence of another table

I have a product table and a memory table. The product table contains product ID and product name:

product_id product
1 RAM
2 HDD
3 SSD

The memory table contains different memory as below:

memory_id memory
1 128 GB
2 256 GB
3 512 GB
4 1 TB
5 8 GB
6 16 GB
7 32 GB

I have created two drop-down select options for products and for memory and save them in a cart table as below:

order_id product_id memory_id
1 1 1
2 1 2
3 1 1
4 2 3
5 2 4
6 2 3

I am wondering is there any way to do DESC order the select options for memory based on the occurrence of that specific product_id in cart table?
My target is to order the select options of the memory with the most used cases.