- Audiences and segments ground in your real data: the agent checks your actual field values before building, so targeting is correct on the first try.
- Better, faster email drafting: tighter copy, less repetition, and lower cost per build.
- Analytics match the dashboard: correct labels and rates, plus a share-of-processed chart for single campaigns.
- Token math: build composite PQL scores from token arithmetic, with a verified preview.
New use cases
- “Build a score = 3×demo_requests + 1×email_opens over 90 days” for lead prioritization.
- Trust audience and segment counts without manually verifying field names.