The changing digital landscape is rapidly being transformed by the convergence of verbal search technology, sophisticated machine learning capabilities, and the growing power of brand advocates. This dynamic blend promises a significant effect on personalized consumer engagements . Consumers are progressively turning to speech assistants for immedi