Heat Alfredo gently in a stockpot.
Stir in cheese gradually until melted and smooth.
Add black pepper and olive oil; whisk until emulsified and glossy.
Use finely grated Pecorino or Parmesan. Add salt last, and lightly. Stir occasionally if holding in a pan.