Enterprise marketers combine MMM with post-purchase surveys for dark social attribution

The Gist

• Media mix modeling struggles with dark social and offline channels due to lack of spend data
• Post-purchase surveys fill gaps by capturing word-of-mouth, podcasts, and private community mentions
• Combined approach exposes halo effects and gives more credit to upper-funnel activity