| 1 | Customization & Personalization | 25.0 |
| 2 | Move from “chat” to “plan” quickly (but naturally) | 20.9 |
| 3 | Mirror, Then Lead | 20.6 |
| 4 | Offer two specific options | 18.5 |
| 5 | Voice Clips | 17.7 |
| 6 | Intentional Logistics (Low-Friction Ask) | 16.2 |
| 7 | Pinpoint a concrete, low‑commitment plan | 14.5 |
| 8 | Investment-First Opener | 13.0 |
| 9 | Lack of clarity and concision | 12.5 |
| 10 | Timing & Setting | 12.3 |