What changes for brands
- Queries are longer and include context, such as budget, team size or location.
- Follow ups narrow the shortlist; a brand can drop out on the second question.
- The assistant remembers earlier context within the conversation.
What it means for brands
- Write content that answers specific situations, not just generic category terms.
- Track prompts as full questions with context.