LLM and ML in advertising automation: generation and forecast of effectiveness

This article analyzes the potential of machine learning (ML) technologies and large language models (LLMs) in the automation of digital advertising. It explores services that combine the generation of advertising creatives with the prediction of their effectiveness. A comparative analysis of existing solutions is presented along with original research results. The paper outlines practical implications and future research directions.