Plan for frequent stops and be careful of the weather, especially heat. Rather than planning on distance you can travel, you may have to consider how many hours a day you can bike with them being so young. Whatever you can do to keep the kids comfy and happy will be the order of the day

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Chariot has a sling, the Weber is not sold stateside that I have seen, so not much info here.
Good luck, post a blog and pix of the trip!