Oil before burning is an incredibly concentrated source of carbon. After burning, it’s less than 0.05% of the makeup of the atmosphere.
If it were so simple, we’d be doing it. Over here in reality, carbon capture remains a difficult and unsolved problem in practice, requiring enormous amounts of energy that is—at present—generally far better put to use replacing carbon-based forms of energy than trying to put the carbon genie back into the oil barrel.