In this post we cover a common way to make your marketing mix model work with your other attribution methods: setting Bayesian priors. This is a powerful technique which can be used not just for incorporating survey data, but also any other attribution method you deem reliable.
You can read the post in full here:
> Calibrating Your Marketing Mix Model With Post-Purchase Survey Data