Polish consumer preference shifts toward AI-driven shopping recommendations

Data indicates that AI-based shopping tools are rapidly closing the gap with social media influencers as the primary source of consumer recommendations in Poland. Consumers increasingly perceive AI as a more reliable advisor, signaling a potential structural shift in retail marketing and consumer behavior.