Respond to the situation, not just the segment
Respond to what the person is trying to achieve now, rather than treating a fixed persona as the complete account of their needs. The same person looking for help with marketing performance may have different questions, objections and expectations when considering brand identity. Their role has not changed, but the conversation has.
Useful audience understanding therefore includes the trigger behind a question, the alternatives under consideration, the people involved in the decision and the proof needed to move forward. An AI interaction can account for the organisation, constraints and objectives a person describes, then respond as follow-up questions refine the problem. Segmentation can still help marketers decide where to focus, but relevance depends on understanding the specific conversation. The practical question is not simply what a particular audience cares about, but what would make a response useful in the context they bring.
Sources: Your audience isn’t a persona. It’s a moving target.