Tracklist
| A1 | I've Got You Under My Skin | 2:45 |
| A2 | That's All | 3:50 |
| A3 | What Is There To Say? | 3:12 |
| A4 | Do I Love You Because You're Beautiful? | 2:50 |
| A5 | The Folks That Live On The Hill | 3:34 |
| A6 | Isn't It A Pitty | 3:08 |
| B1 | Ho-Ba-La-La | 2:50 |
| B2 | P.S. I Love You | 2:46 |
| B3 | The Nearness Of You | 2:50 |
| B4 | My Romance | 2:46 |
| B5 | The Second Time Around | 2:51 |
| B6 | Haven't We Met | 2:25 |
Notes
Gold "Promotional Album" Sticker on cover. Red label with "Columbia Special Products"Other versions
| Category | Artist | Title (Format) | Label | Category | Country | Year |
|---|---|---|---|---|---|---|
| CS 9118 | Mel Tormé | A Lush, Romantic Album That's All (LP) | Columbia | CS 9118 | US | 1965 |
| CK 65165 | Mel Tormé | That's All (CD, Album, RE) | Columbia | CK 65165 | Austria | 1997 |
| EN 13090 | Mel Tormé | A Lush, Romantic Album That's All (LP) | The Encore Collection | EN 13090 | US | 1965 |
| 32313 | Mel Tormé | A Lush, Romantic Album That's All (LP, Album) | CBS | 32313 | UK | Unknown |
| CL2318 | Mel Torme* | A Lush, Romantic Album That's All (LP, Mono) | Columbia | CL2318 | US | 1965 |
