Generally, you'll be looking for either conventional, synthetic blend, or full synthetic oil. The viscosity (like 5W-20, 5W-30, or 10W-30) will also be specified. Using the incorrect viscosity can damage your engine.
Do not rely on general advice online. Always consult your owner's manual for the correct oil type and viscosity for your specific 2006 Dodge Charger engine.