If it’s Edinburgh airport, then the Citylink ‘air’ bus might be an option. You need to pay for additional luggage (at least on the website, but I want to imagine this means it’s actually to guarantee you a spot rather than a cash grab (who knows)). Plus the driver usually helps you lift them on and off.