I don't think there is a best time of year. Just try and look at what people plan in advance for financially. Summer holidays, Christmas and maybe avoid those times. If it were me, I'd be looking into it now and if you can afford to wait then about the end of July.
People often put things off until after they've done what has been previously planned.
Gardens look better in spring/summer.