Market context
Commercial listings are matched to buyers by use class, size, location and operational fit — attributes that map cleanly onto the product intelligence model.
Relevance windows are short, so the value is in reaching a well-defined audience quickly rather than in broadcasting every listing to everyone.
Listings as products
Each listing carries its own attributes and its own audience definition rather than sharing a generic mailing list.
Compliance and accuracy
Generated copy stays within the attributes recorded on the listing; nothing is embellished automatically.
Time-boxed relevance
Campaigns reference the listing record, so withdrawn inventory does not keep circulating.