Based on your responses, these are the areas where the workbook rules found the strongest matches.
Why we chose this: Highest final product score; it is also required by a Guaranteed Recommendation rule.
Hair Health · Hair Strength
Hero · Guaranteed overrideGuaranteed by ruleWhy we chose this: Workbook rule requires this product in the final recommendation set.
Skin Health · Skin Hydration & Glow
Guaranteed overrideGuaranteed by ruleWhy we chose this: Passed the workbook's dynamic recommendation threshold.
Hydration · Exercise Recovery
≥60% of hero score| Rank | Product | Raw Matrix | Rule Boost | Final | Question Matches | Rule Priority |
|---|---|---|---|---|---|---|
| 1 | Biotin + Zinc Hero SKU | 20.0 | +20.0 | 40.0 | 1 | Guaranteed |
| 2 | HA + Vitamin C Hero SKU | 20.0 | +20.0 | 40.0 | 1 | Guaranteed |
| 3 | Electrolyte | 23.0 | +10.0 | 33.0 | 4 | Priority boost × 1 |
| 4 | Multivitamin Hero SKU | 16.0 | +10.0 | 26.0 | 2 | Priority boost × 1 |
| 5 | Quick ATP | 15.0 | +10.0 | 25.0 | 2 | Priority boost × 1 |
| 6 | Magnesium Hero SKU | 22.0 | +0.0 | 22.0 | 5 | Score only |
| 7 | Vitamin D + K2 Hero SKU | 13.0 | +0.0 | 13.0 | 2 | Score only |
| 8 | B12 Hero SKU | 3.0 | +0.0 | 3.0 | 1 | Score only |
| 9 | Caffeine Hero SKU | 0.0 | +0.0 | 0.0 | 0 | Score only |
| 10 | Green Coffee | 0.0 | +0.0 | 0.0 | 0 | Score only |
| Question | Selected Answer | Recommendation Weight |
|---|---|---|
| Q1 What would you most like to improve right now? | Better Hydration | 20.0 |
| Q1 What would you most like to improve right now? | Healthier Hair | 20.0 |
| Q1 What would you most like to improve right now? | Healthier Skin | 20.0 |
| Q2 What would make the biggest difference to your day? | Feeling Healthier Overall | 20.0 |
| Q3 Which best describes your lifestyle? | Fitness Enthusiast | 10.0 |
| Q4 How often do you exercise? | 3–4 Times Weekly | 10.0 |
| Q5 How much time do you spend outdoors during daylight hours? | 30–60 Minutes | 10.0 |
| Q6 Have you ever been diagnosed with any of the following? | None Of The Above | Override / 0 |
| Q7 How often do you experience an afternoon energy slump? | Never | 10.0 |
| Q8 How would you rate your sleep quality? | Excellent | 10.0 |
| Q9 How often do you feel stressed or mentally drained? | Sometimes | 5.0 |
| Q10 How much water do you typically drink each day? | 2–3 Litres | 5.0 |
| Q11 Which statement best describes you? | I Have A Fairly Good Routine | 0.0 |
| Q12 What best describes your current wellness journey? | I'm Focused On Performance | 0.0 |
| Rule | Condition | Action | Impact | Source |
|---|---|---|---|---|
| R005 | Healthier Hair | Strong Priority Boost | +20.0 | Tab 9 |
| R006 | Healthier Skin | Strong Priority Boost | +20.0 | Tab 9 |
| R019 | Fitness Enthusiast + 3-4 Workouts | Priority Boost | +10.0 | Tab 9 |
| R025 | Better Hydration Goal | Priority Boost | +10.0 | Tab 9 |
| R027 | Feeling Healthier Overall | Priority Boost | +10.0 | Tab 9 |
| R008 | Hair Goal + Biotin in Top 5 | Guaranteed Recommendation | N/A | Tab 9 |
| R009 | Skin Goal + HA in Top 5 | Guaranteed Recommendation | N/A | Tab 9 |
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