| Weekly promotion starts | National print run, stores sort it out | Per store list sorted by aisle, timed release | Stores only print what is ranged and priced for them, which cuts print volume and errors. |
| Promotion ends | Tickets left up until someone notices | Removal list or automatic electronic switch back | The ending is the higher risk moment under the multiple pricing rule. |
| Supplier cost increase passed on | Price changed in POS, shelf updated eventually | Label event created with the price change | Ideally the shelf changes no later than the register, so customers are not charged above the displayed price. |
| Different price in a regional store | Wrong labels sent from head office | Label generated from that store’s zone price | Requires the label process to use the same price zones as the POS. |
| Clearance markdown | Handwritten tag or sticker over the old price | Clearance template printed from the markdown | Clearance prices often vary by store because stock levels vary, which suits per store generation. |
| Unit price on grocery items | Calculated by hand or missing | Calculated from size and unit fields | Only possible if pack size and unit of measure are stored as structured product data rather than in the description. |
| Electronic label fails to update | Wrong price displayed indefinitely | Flagged on the daily exception list | Battery life, radio coverage and labels moved during a reset are the usual causes. |
| Customer disputes a shelf price | Manager overrides at the till, cause unknown | Override logged against the label and cause | Logging the cause turns individual complaints into a fix for the process. |