Stop relying on periodic summary spending analysis - it’s wrong.
Connecting marketing actions to outcomes is tough and often inaccurate. Measuring return on investment happens only occasionally and needs more details for real-time adjustments. B2B marketers often need to resort to simple models like first and last touch, which can give misleading results.