That is not the issue here. And aerating/letting water sit out doesn't do anything with chloramine, which is what most municipal waters contain.
If it is aerated (not just a water pump, but actually aerated with an air stone) it should last a lot longer than it should ever need to (much longer than a week, which is how often water changes should be done).
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