Abstract: Generating a fulfillment attribute(s) associated with an item(s) based on inputs associated with the item(s) is described. One or more inputs (e.g., images) of an item (packaged or unpackaged) can be analyzed, and characteristics associated with the item can be determined based on the analysis of the inputs. Upon receiving a user-specified delivery location, fulfillment attribute(s) can be determined based on the delivery location and the characteristics associated with the item, and the fulfillment attribute(s) can be displayed to a user. For example, a point-of-sale (POS) device can be used during a checkout process at a merchant location to capture an image(s) of an item, and to display a shipping quote for selection by a user based on the captured item imagery.