Ask what they actually produce
An AI marketing agency should be evaluated like any other commercial partner: by the quality of thinking, the relevance of the work and the reliability of delivery. A tool stack is not a strategy. If the pitch is mostly a list of models and platforms, ask what business decisions the team can make better because those tools are available.
Look for category judgement
Category knowledge matters because the same production logic does not work equally for beauty, food, FMCG, technology, luxury or B2B services. A strong partner understands what must stay accurate, what can be stylized and how the audience reads visual credibility in that category.
Inspect consistency across outputs
Consistency is another useful test. Ask to see a sequence, not one hero image. Characters, products, lighting, typography, motion language and campaign structure should hold together across formats. Commercial production is a system of related assets, not a gallery of isolated generations.
Understand ownership and approvals
Clarify ownership, review and approvals. Who checks product fidelity? Who is responsible for copy accuracy? What source files are delivered? Which third-party tools are involved? How are revisions handled? These details determine whether the work can survive beyond the presentation.
Run a small paid test
For a new relationship, a focused paid pilot is often more informative than a large speculative proposal. Choose one real marketing problem, define a small set of deliverables and measure how the partner handles briefing, iteration, judgement and finishing. The process usually reveals more than the pitch deck.
EDITORIAL PRINCIPLETechnology should reduce friction. Human judgement still decides what is useful, credible and worth shipping.
