Generative Marketing Mix Modeling: A Causal Inference Framework Linking GEO and GEM to Business Impact

Masahiro Kato, Daiki Honma, Taka Kato

Generative artificial intelligence changes how firms reach customers, but standard marketing data do not record how often users see and notice a firm's name in generated answers. W…