Take a close look at the stool’s joints. Dovetail and mortise and tenon offer the strongest joints. Screws or dowels are also strong but staples aren’t. Glue may be applied but shouldn’t be visible outside of the joint.
Only get the piece that feels robust and sturdy. If it sits level on the ground and it’s not wobbling about, then that’s a good sign.