When I skimmed the paper and read ROAS, I had to think about @mrojala and the thread below. Maybe it’s a starting point, even if it the connection right now is only based on keyword matching (and not directly referring to brms but Stan):
Tutorial: How We Productized Bayesian Revenue Estimation with Stan