| Rub You The Right Way (Single Version) | 4:09 | |
| Rub You The Right Way (Extended Hype I) | 5:40 | |
| Rub You The Right Way (Album Version) | 5:43 |
| Title, Format | Label | Cat# | Country | Year | |
|---|---|---|---|---|---|
| Rub You The Right Way (CD, Maxi) | Motown | ZD 43616 | Germany | 1990 | |
| Rub You The Right Way(Promo 12" Remixes) (12", Promo) | Motown | MOT 9945 | US | 1990 | |
| Rub You The Right Way (12") | Motown | ZT 43702 | UK | 1990 | |
| Rub You The Right Way (12") | Motown | MOT-4717 | US | 1990 | |
| Rub You The Right Way (12") | Motown | MOT-4657 | US | 1990 | |
| Rub You The Right Way (12") | Motown | ZT 43616 | Germany | 1990 | |
| Rub You The Right Way (12") | BMG Ariola | ZT-43616 | Spain | 1990 | |
| Rub You The Right Way (12", Promo) | Motown | L33-17921 | US | 1990 | |
| Rub You The Right Way (12", Promo) | Motown | ZT 43702DJ | UK | 1990 | |
| Rub You The Right Way (7") | Motown | ZB 43615 | UK | 1990 | |
| Rub You The Right Way (7") | Motown | ZB 43615 | Germany | 1990 | |
| Rub You The Right Way (CD, Single, Promo) | Motown | CD45-18130 | US | 1990 |