The whole universe is expanding. Each meter of space is getting microscopically bigger. If A is 100 times as far from you as B, expanding all those meters by a tiny amount will make A farther from B (each meter from you to B will expand PLUS all the meters from B to A will also expand. That gives A a greater velocity (and red shift) than B away from you.
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