Decision criteria
Describe what each option can do, what it requires and where it does not fit.
Compare traditional marketing with AI marketing by ownership, effort, risk and buying stage before choosing a next test.
Choose between traditional marketing vs AI marketing with the operating context, buying criteria and trade-offs in view.

The useful question is what traditional marketing and AI marketing each require from the team, not which label wins in every context. Compare the job, constraints and evidence available before committing.
Use the criteria below to compare traditional marketing and AI marketing, including the work each option leaves with your team.
Describe what each option can do, what it requires and where it does not fit.
Compare effort, ownership, time-to-value and the capability your team already has.
Make the risks and compromises visible instead of presenting a universal answer.
Translate the decision into a sensible discovery, test or implementation path.
The review compares traditional marketing and AI marketing against one agreed decision. The first phase produces a criteria matrix, trade-off summary and a test or discovery recommendation. There is no universal winner; the conclusion depends on evidence, constraints and the team that will own the work.
Our recommendations are grounded in recognised industry guidance, including OECD AI Principles.
Set the buying decision traditional marketing vs AI marketing needs to answer.
Review ownership, effort, risk, timing and the capabilities already available.
Turn the conclusion into a discovery, pilot or phased plan with a clear review point.
Bring the two options, decision owner and constraint that makes the choice difficult.