Why use the Demand agent instead of a general AI chat? Demand checks the pipeline math at each stage. It will not recommend a budget split without attribution data or stated assumptions, and it will not build a lead scoring model until it knows what “qualified” means to your sales team. It reads your past campaign performance from Loop before recommending channels, so the mix is built on your data and not on industry averages.