First, I would expand it to 13 columns.
Then, while you could do some measure of association for each combination of products, that would give you $12*11/2 = 66$$12\times 11/2 = 66$ measures. Hard to interpret, prone to type 1 error.
I would look into multivariate approaches such as cluster analysis. This thread is a good place to start.