EXPRESS: Evaluating Novel Unstructured Treatments with Generative AI: A Causal Prediction Framework
A framework for causal prediction that enables managers to evaluate and deploy novel marketing content generated by AI, and establishes a threshold based on how closely new content resembles past campaigns, separating cases where causal prediction is reliable from cases where direct experimentation is warranted.