Need to transport furniture from a recycle shop

I just moved to Osaka a week or so ago and bought a fridge, desk and chair in a recycle shop. They told me however that they won't be able to deliver for a while. They do have a kei truck that they let people borrow for 90 minutes for free to transport their items but I don't have a drivers license, they told me to ask someone to come and drive your stuff for your apartment, but I don't know anyone in this area as I just moved in. I asked if I could use a daiko or taxi service and they just said 無理 for some reason. Anyone got any advice? I had a look at shipping companies but they seem pretty pricey as they're more for people transporting tons of furniture rather than the small amount I'm getting. Any input would be appreciated.