1. A method comprising: receiving proposed publication data describing an item to be published to a publication system; generating a success measurement indicating demand associated with at least one past publication related to the item of the proposed publication data; generating, using a processor of a machine, modification data for modifying the proposed publication data, the modification data being based on the success measurement and the proposed publication data; and providing the modification data to a device of an originator of the proposed publication data.