What you describe (doing basic market analysis) is pretty much unrelated to 'rationality.'
'Rationality' hasn't really made any meaningful contributions to human knowledge or thinking. The things you describe, are all products of scientists and statisticians, etc...
Bayesian statistics is not rationality. It is just Bayesian statistics... And it is mathematicians who should get the credit not less wrong!!