Systems and methods for automatically determining damage information and publishing said damage information are provided. A notice of loss associated with a damaged item may be received. An apparatus may analyze the damaged item to determine damage information for any damage elements present on the damaged item. The damage information may be transmitted to a damage estimate server to determine a line-item cost estimate for the damaged item based on expected costs of repair for the damaged elements. The line-item cost estimate may then be presented to a repair service provider as an offer to repair the damaged item. Further, a database comprising the damage information and/or line-item cost estimate may be published to a marketplace for use by service providers.