I get fuses go, which is a simple replacement, but lead acid batteries have a generally good lifespan, as in many years.
Although they should get charged whilst riding it doesn't hurt to give them a separate booster charge once a year, it can make a difference, because it's all input, and no output when charging.
On a bike, i'd expect trouble starting in cold temperatures, which is why i'd look elsewhere first.