You are correct. Love does not conquer all things, but it's dependent in the kind of love. Like @humanearl has said, God's love conquers all thing. Not even death could stop God's love.
The love of this world is temporal, it's selfish, it's all about what you can get, and never about what you can give. It is this love that can't conquer all. God's love can conquer all things