ARC Advisory examines the distinction between genuinely AI-native solutions and companies merely rebranding existing offerings as AI products. The publication argues that practical, well-integrated AI implementation provides more value than marketing-focused approaches that lack substantive technological innovation. The analysis suggests companies should prioritize authentic AI integration over leveraging trendy terminology to attract investors and customers.