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Increase sales during rush periods and lower the labor cost per transaction. Supplier and real estate costs are hard to change quickly, but checkout technology can affect both levers right away. Long lines cost sales, and AI checkout like Mashgin lets one cashier handle more transactions than two could on traditional registers.
Mashgin's 2026 survey of 2,500 U.S. convenience store shoppers shows how quickly lines drive people away:
<table><thead><tr><th scope="col">People waiting in line</th><th scope="col">Shoppers who would leave without buying</th></tr></thead><tbody><tr><th scope="row">1</th><td>5%</td></tr><tr><th scope="row">2</th><td>15%</td></tr><tr><th scope="row">3</th><td>30%</td></tr><tr><th scope="row">4</th><td>50%</td></tr><tr><th scope="row">5</th><td>65%</td></tr><tr><th scope="row">6</th><td>75%</td></tr><tr><th scope="row">7</th><td>80%</td></tr><tr><th scope="row">8</th><td>85%</td></tr><tr><th scope="row">10+</th><td>100%</td></tr></tbody></table>
Lines also cost repeat business: 56% of shoppers said two or fewer bad experiences would make them stop visiting a store.
Raise throughput per employee instead of cutting checkout capacity. Cutting staff alone lengthens lines, and longer lines push shoppers away. Mashgin lets you do both at once:

