What is the difference between voice search and conversational AI?

Voice search typically involves short, keyword-based queries spoken into a device, while conversational AI involves a persistent, two-way dialogue with a brand personality. PR teams must optimize for both by ensuring brand names are easily pronounceable and by developing a "voice" that sounds natural in AI assistant environments. The goal is to move from being a search result to being part of a brand-specific conversation.