In today's digital age, the use of artificial intelligence (AI) and machine learning (ML) in advertising has become a crucial success factor for companies. Small and medium-sized enterprises (SMEs) in particular can benefit from the opportunities offered by these technologies. However, as with any innovation, there are also challenges and risks to consider. We examine the strengths, opportunities, weaknesses and risks of AI and ML for SMEs and highlight concrete application possibilities.