Open source made MMM cheaper, not easier
Free tools have lowered the cost of marketing mix modeling, but data quality and human expertise remain the biggest barriers to success.
Free tools have lowered the cost of marketing mix modeling, but data quality and human expertise remain the biggest barriers to success.
More tools, more channels, and more data have left many marketers struggling to connect activity to outcomes.
Optimization and personalization
Looking for statistics to support investing in marketing personalization? Use this data-packed roundup to secure your next personalization buy-in!
New research finds consumers accept AI in marketing when it adds value, but many reject ads that feel generic, intrusive, or emotionally hollow.
Website traffic is losing ground as the primary success metric while AI visibility and lead quality take center stage.