The increasing prevalence of voice-activated search has significantly altered the landscape of digital interaction. With the widespread adoption of intelligent assistants such as Alexa, Siri, and Google Assistant, users increasingly expect to engage with online content through conversational queries, posing complete questions and anticipating immediate, precise responses.