Most retired couples rely heavily on Social Security benefits. When one spouse dies, there's often a major loss of their benefits.
The surviving spouse will get either their own benefit or the survivor benefit (the deceased spouse's benefit), whichever is higher. If one spouse's benefits are low, the impact on income will be small.