{
  "version": "2026-03-02",
  "domain": "supplements_and_nutrition_products",
  "normalizedProductCategories": [
    "Protein",
    "Creatine",
    "Electrolytes / Hydration",
    "Omega-3",
    "Magnesium",
    "Sleep support",
    "Stress / Calm support",
    "Energy (stimulant / non-stimulant)",
    "Gut support",
    "Fiber",
    "Multivitamin / Mineral",
    "Vitamin D",
    "Joint / connective tissue support"
  ],
  "categoryAttributes": {
    "Protein": { "typical_flags": ["dairy", "soy", "vegan_option"] },
    "Creatine": { "typical_flags": ["policy_based"] },
    "Electrolytes / Hydration": { "typical_flags": ["sugar_free_option", "sweeteners"] },
    "Omega-3": { "typical_flags": ["fish_or_algae", "fish_allergen", "vegan_option"] },
    "Magnesium": { "typical_flags": ["gi_tolerance"] },
    "Sleep support": { "typical_flags": ["interactions", "age_policy", "pregnancy_policy"] },
    "Stress / Calm support": { "typical_flags": ["stimulant_free_option", "interactions"] },
    "Energy (stimulant / non-stimulant)": { "typical_flags": ["stimulant_sensitivity", "caffeine_content", "interactions"] },
    "Gut support": { "typical_flags": ["dairy_free_option", "tolerance"] },
    "Fiber": { "typical_flags": ["gi_tolerance", "low_fodmap_considerations"] },
    "Multivitamin / Mineral": { "typical_flags": ["diet_specific_formulas"] },
    "Vitamin D": { "typical_flags": ["d2_or_d3", "vegan_option", "policy_based"] },
    "Joint / connective tissue support": { "typical_flags": ["collagen_common", "vegan_restrictions", "allergens"] }
  },
  "safetyAndEligibility": {
    "disclaimer": "Archetype-driven suggestions should be category-first and must be filtered by dietary preferences, allergens, stimulant sensitivity, contraindications, and company policy before recommending a specific product.",
    "required_filters": [
      "dietary_preferences",
      "allergens",
      "stimulant_sensitivity",
      "medication_interactions_and_health_conditions",
      "pregnancy_breastfeeding_policy",
      "age_policy"
    ],
    "notes": [
      "Sahha provides health/lifestyle data outputs; your product is responsible for determining product eligibility and safe use messaging.",
      "Avoid presenting supplement suggestions as medical advice."
    ]
  },
  "archetypeMappings": {
    "activity_level": {
      "sedentary": {
        "best": ["Multivitamin / Mineral", "Fiber", "Vitamin D"],
        "also": ["Gut support", "Magnesium"]
      },
      "lightly_active": {
        "best": ["Protein", "Omega-3", "Magnesium"],
        "also": ["Multivitamin / Mineral", "Fiber"]
      },
      "moderately_active": {
        "best": ["Protein", "Electrolytes / Hydration", "Omega-3"],
        "also": ["Creatine", "Magnesium"]
      },
      "highly_active": {
        "best": ["Protein", "Creatine", "Electrolytes / Hydration"],
        "also": ["Omega-3", "Magnesium", "Joint / connective tissue support"]
      }
    },
    "exercise_frequency": {
      "rare_exerciser": {
        "best": ["Multivitamin / Mineral", "Fiber", "Vitamin D"],
        "also": ["Gut support", "Omega-3"]
      },
      "occasional_exerciser": {
        "best": ["Protein", "Omega-3", "Magnesium"],
        "also": ["Multivitamin / Mineral", "Fiber"]
      },
      "regular_exerciser": {
        "best": ["Protein", "Electrolytes / Hydration", "Creatine"],
        "also": ["Omega-3", "Magnesium"]
      },
      "frequent_exerciser": {
        "best": ["Protein", "Creatine", "Electrolytes / Hydration"],
        "also": ["Joint / connective tissue support", "Omega-3", "Magnesium"]
      }
    },
    "primary_exercise_type": {
      "strength_oriented": {
        "best": ["Protein", "Creatine"],
        "also": ["Magnesium", "Omega-3"]
      },
      "cardio_oriented": {
        "best": ["Electrolytes / Hydration", "Magnesium"],
        "also": ["Protein", "Omega-3"]
      },
      "mind_body_oriented": {
        "best": ["Magnesium", "Stress / Calm support", "Omega-3"],
        "also": ["Gut support", "Multivitamin / Mineral"]
      },
      "hybrid_oriented": {
        "best": ["Protein", "Electrolytes / Hydration", "Creatine"],
        "also": ["Omega-3", "Magnesium"]
      },
      "sport_oriented": {
        "best": ["Electrolytes / Hydration", "Protein", "Creatine"],
        "also": ["Omega-3", "Joint / connective tissue support"]
      },
      "outdoor_oriented": {
        "best": ["Electrolytes / Hydration", "Energy (stimulant / non-stimulant)"],
        "also": ["Magnesium", "Protein"]
      }
    },
    "sleep_quality": {
      "poor_sleep_quality": {
        "best": ["Magnesium", "Sleep support", "Stress / Calm support"],
        "also": ["Omega-3", "Gut support"]
      },
      "fair_sleep_quality": {
        "best": ["Magnesium", "Sleep support"],
        "also": ["Omega-3", "Multivitamin / Mineral"]
      },
      "good_sleep_quality": {
        "best": ["Magnesium", "Omega-3"],
        "also": ["Protein", "Multivitamin / Mineral"]
      },
      "optimal_sleep_quality": {
        "best": ["Protein", "Creatine", "Electrolytes / Hydration", "Omega-3", "Magnesium", "Sleep support", "Stress / Calm support", "Energy (stimulant / non-stimulant)", "Gut support", "Fiber", "Multivitamin / Mineral", "Vitamin D", "Joint / connective tissue support"],
        "also": []
      }
    },
    "sleep_duration": {
      "very_short_sleeper": {
        "best": ["Sleep support", "Stress / Calm support", "Magnesium"],
        "also": ["Omega-3"]
      },
      "short_sleeper": {
        "best": ["Magnesium", "Sleep support"],
        "also": ["Omega-3", "Gut support"]
      },
      "average_sleeper": {
        "best": ["Magnesium", "Omega-3"],
        "also": ["Multivitamin / Mineral"]
      },
      "long_sleeper": {
        "best": ["Protein", "Creatine", "Electrolytes / Hydration", "Omega-3", "Magnesium", "Sleep support", "Stress / Calm support", "Energy (stimulant / non-stimulant)", "Gut support", "Fiber", "Multivitamin / Mineral", "Vitamin D", "Joint / connective tissue support"],
        "also": []
      }
    },
    "sleep_regularity": {
      "highly_irregular_sleeper": {
        "best": ["Stress / Calm support", "Magnesium", "Sleep support"],
        "also": ["Gut support"]
      },
      "irregular_sleeper": {
        "best": ["Magnesium", "Sleep support"],
        "also": ["Omega-3"]
      },
      "regular_sleeper": {
        "best": ["Omega-3", "Multivitamin / Mineral"],
        "also": ["Magnesium"]
      },
      "highly_regular_sleeper": {
        "best": ["Protein", "Creatine", "Electrolytes / Hydration", "Omega-3", "Magnesium", "Sleep support", "Stress / Calm support", "Energy (stimulant / non-stimulant)", "Gut support", "Fiber", "Multivitamin / Mineral", "Vitamin D", "Joint / connective tissue support"],
        "also": []
      }
    },
    "sleep_efficiency": {
      "highly_inefficient_sleeper": {
        "best": ["Sleep support", "Stress / Calm support", "Magnesium"],
        "also": ["Omega-3"]
      },
      "inefficient_sleeper": {
        "best": ["Magnesium", "Sleep support"],
        "also": ["Gut support"]
      },
      "efficient_sleeper": {
        "best": ["Protein", "Electrolytes / Hydration"],
        "also": ["Omega-3"]
      },
      "highly_efficient_sleeper": {
        "best": ["Protein", "Creatine", "Electrolytes / Hydration", "Omega-3", "Magnesium", "Sleep support", "Stress / Calm support", "Energy (stimulant / non-stimulant)", "Gut support", "Fiber", "Multivitamin / Mineral", "Vitamin D", "Joint / connective tissue support"],
        "also": []
      }
    },
    "mental_wellness": {
      "poor_mental_wellness": {
        "best": ["Stress / Calm support", "Omega-3", "Magnesium"],
        "also": ["Gut support", "Multivitamin / Mineral"]
      },
      "fair_mental_wellness": {
        "best": ["Magnesium", "Omega-3"],
        "also": ["Multivitamin / Mineral"]
      },
      "good_mental_wellness": {
        "best": ["Protein", "Electrolytes / Hydration"],
        "also": ["Omega-3"]
      },
      "optimal_mental_wellness": {
        "best": ["Protein", "Creatine", "Electrolytes / Hydration", "Omega-3", "Magnesium", "Sleep support", "Stress / Calm support", "Energy (stimulant / non-stimulant)", "Gut support", "Fiber", "Multivitamin / Mineral", "Vitamin D", "Joint / connective tissue support"],
        "also": []
      }
    },
    "overall_wellness": {
      "poor_wellness": {
        "best": ["Multivitamin / Mineral", "Vitamin D", "Omega-3"],
        "also": ["Gut support", "Fiber"]
      },
      "fair_wellness": {
        "best": ["Omega-3", "Magnesium", "Multivitamin / Mineral"],
        "also": ["Fiber"]
      },
      "good_wellness": {
        "best": ["Protein", "Creatine"],
        "also": ["Omega-3"]
      },
      "optimal_wellness": {
        "best": ["Protein", "Creatine", "Electrolytes / Hydration", "Omega-3", "Magnesium", "Sleep support", "Stress / Calm support", "Energy (stimulant / non-stimulant)", "Gut support", "Fiber", "Multivitamin / Mineral", "Vitamin D", "Joint / connective tissue support"],
        "also": []
      }
    }
  },
  "recommendedWeights": {
    "intent": "Reference weights for ranking categories; tune to your catalog and audience.",
    "layers": [
      { "name": "demand", "keys": ["activity_level", "exercise_frequency"], "weight": 2.0 },
      { "name": "preference_style", "keys": ["primary_exercise_type"], "weight": 2.5 },
      { "name": "recovery_modifier", "keys": ["sleep_quality", "sleep_duration", "sleep_regularity", "sleep_efficiency", "mental_wellness", "overall_wellness"], "weight": 1.25 },
      { "name": "eligibility_filters", "keys": ["dietary_preferences", "allergens", "contraindications", "stimulant_sensitivity"], "weight": "hard_filter" }
    ],
    "guardrails": [
      "If sleep_quality is poor OR overall_wellness is poor, down-rank stimulant energy categories unless explicitly opted-in and eligible.",
      "If user indicates stimulant sensitivity, exclude stimulant energy SKUs and prefer non-stimulant options."
    ]
  }
}