Planogram compliance software is a specialized tool used by retailers to ensure that products are displayed on shelves according to predetermined planograms or layouts. These software solutions typically utilize image recognition technology to compare the actual in-store shelf layout with the intended planogram, identifying any discrepancies such as missing products, incorrect placements, or out-of-stock items. By automating the compliance monitoring process, retailers can improve merchandising efficiency, enhance customer experiences, and optimize sales performance.