Sunshine on a Rainy Day by Zoe first appeared on the Israeli foreign-music chart on 1 Sep 1991, entering at #35. It peaked at #23 on 1 Oct 1991. In total it spent 5 weeks on the chart, last charting on 8 Oct 1991.
| Wk | Date | Pos |
|---|---|---|
| 1 | 1 Sep 1991 | 35 |
| 2 | 15 Sep 1991 | 29 |
| 3 | 24 Sep 1991 | 24 |
| 4 | 1 Oct 1991 | 23 |
| 5 | 8 Oct 1991 | 31 |