I'm Not in Love by Will to Power first appeared on the Israeli foreign-music chart on 13 Jan 1991, entering at #18. It peaked at #3 on 17 Feb 1991. In total it spent 7 weeks on the chart, last charting on 3 Mar 1991.
| Wk | Date | Pos |
|---|---|---|
| 1 | 13 Jan 1991 | 18 |
| 2 | 27 Jan 1991 | 14 |
| 3 | 3 Feb 1991 | 8 |
| 4 | 10 Feb 1991 | 6 |
| 5 | 17 Feb 1991 | 3 |
| 6 | 24 Feb 1991 | 8 |
| 7 | 3 Mar 1991 | 20 |