Which of the following is NOT one of the four essential predictive models?

• A. ICP insights/account fit
• B. Contact fit
• C. Contact engagement
• D. Lead scoring

Answer: (D)

The main idea here is understanding which predictive models focus on assessing fit and engagement versus simply ranking leads. ICP insights/account fit, contact fit, and contact engagement are all about evaluating how well accounts and individual contacts match the ideal customer profile and how engaged they are with marketing efforts. These models help forecast where to invest effort based on actual alignment and interest.

Lead scoring, while a valuable tool, is not counted among the four essential predictive models in this framework because it serves as a downstream prioritization that uses the outputs of fit and engagement signals to rank leads. It’s more about ordering prospects than defining fit and engagement in the initial targeting sense. So it’s not one of the core predictive models, but a practical outcome built from those core signals.