I probably use entirely the wrong thing! On my distressed tan, I'm using ordinary shoe polish. However, this is only on scratches and blemishes rather than a full restorative treatment.
Saddlers use 'Neatsfoot Oil' as a conditioner, softening and preservative treatment. Worth taking a look at - along with a good saddle soap.