[farout]

my 2 cents:

When I was doing recommender for a pet supplies company, I used log likelihood test.

Given they product A, what are the chances they would buy B.

Also since we had thousands of products I sometimes looked at correlations charts or even simple histogram to easily pinpoint what products and quantities were purchased after the initial purchase of A. It made crunching millions of transactions easier.