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.
Sustained Energy · Mental Clarity
Hero · Guaranteed overrideGuaranteed by ruleWhy we chose this: Workbook rule requires this product in the final recommendation set.
Hair Health · Hair Strength
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 | B12 Hero SKU | 17.0 | +30.0 | 47.0 | 2 | Guaranteed |
| 2 | Biotin + Zinc Hero SKU | 15.0 | +20.0 | 35.0 | 1 | Guaranteed |
| 3 | Electrolyte | 23.0 | +10.0 | 33.0 | 4 | Priority boost × 1 |
| 4 | Quick ATP | 20.0 | +10.0 | 30.0 | 3 | Priority boost × 1 |
| 5 | Vitamin D + K2 Hero SKU | 10.0 | +10.0 | 20.0 | 1 | Priority boost × 1 |
| 6 | Magnesium Hero SKU | 37.0 | +0.0 | 37.0 | 6 | Score only |
| 7 | Caffeine Hero SKU | 18.0 | +0.0 | 18.0 | 2 | Score only |
| 8 | Multivitamin Hero SKU | 5.0 | +0.0 | 5.0 | 2 | Score only |
| 9 | HA + Vitamin C Hero SKU | 5.0 | +0.0 | 5.0 | 1 | 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? | More Energy | 20.0 |
| 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 |
| Q2 What would make the biggest difference to your day? | Better Sleep | 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? | Less Than 15 Minutes | 10.0 |
| Q6 Have you ever been diagnosed with any of the following? | Vitamin B12 Deficiency | Override / 0 |
| Q6 Have you ever been diagnosed with any of the following? | Iron Deficiency | Override / 0 |
| Q7 How often do you experience an afternoon energy slump? | Almost Daily | 10.0 |
| Q8 How would you rate your sleep quality? | Good | 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 Am Very Consistent With My Wellness Routine | 0.0 |
| Q12 What best describes your current wellness journey? | I'm Focused On Long-Term Wellness | 0.0 |
| Rule | Condition | Action | Impact | Source |
|---|---|---|---|---|
| R002 | Vitamin B12 Deficiency | Guaranteed Recommendation | N/A | Tab 9 |
| R003 | Iron Deficiency | CRM Trigger | N/A | Tab 9 |
| R005 | Healthier Hair | Strong Priority Boost | +20.0 | Tab 9 |
| R015 | Daily Energy Slump | Priority Boost | +10.0 | Tab 9 |
| R017 | More Energy + Daily Slump | 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 |
| R030 | Less Than 15 Minutes Outdoors | Priority Boost | +10.0 | Tab 9 |
| R008 | Hair Goal + Biotin in Top 5 | Guaranteed Recommendation | N/A | Tab 9 |
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