| Matching items by appearance | Read the shelf sign every time. The game tells players to follow the signs — similar-looking products belong to different categories on adjacent shelves. |
| Carrying one item per trip | Collect everything near the target shelf before placing. Carry capacity grows with upgrades later, but routing fixes most of it for free. |
| Camping one impossible item | Drop it with Q and move to a shelf you can finish. A single mystery product should never stop a whole run. |
| Spending points randomly | Open the upgrades menu (G), see the ability list, and leave spending for a deliberate purchase — Scanner first per the community's recommended order. |
| Chasing the 60-minute badge early | Finish stores first. The full-completion badge has 830,491 awards; Speed Cleaner has 278. Speed comes after the loop is automatic. |