| Epidermal lipids & barrier biology | 01–02, 08–14 | AMIK Ceramide+ Bioshield Crème, ASIN Barrier Recovery Salve, MINO Intensive Rescue Cream |
| Hydration & leave-on care | 02, 08–12, 19 | ABWAA 4D+ Hyaluronic Serum, GIIZIS Restorative Marine Moisturizer, AWAN Conditioning Mist |
| Hair-fiber structure, friction & regrowth | 03, 15–18, 24, 28, 35–36, 41–44, 48–51, 63, 69–70, 73, 76 | ANANG Total Repair Hair Masque, MAKWA Nutra Peptide Shampoo, NOOKAA Conditioner, AWAN Conditioning Mist, BIMIDE Gelée Antioxidant Oil Cleanser |
| Epidermal fatty-acid mechanisms | 02, 14–15, 71, 74 | Research distinction among dietary fatty acids, cell-culture mechanisms, and topical formulations |
| Botanical and medicated cleansing protocols | 29, 31, 72, 75 | Compare complete tested protocols only; no implication that unrelated cosmetic products treat infection |
| Cleansing & skin ecology | 04–07, 20–23, 25 | NIBI Gentle Cleansing Shampoo, BIZAA Chamomile Cream Cleanser, ZIIBI Limu Marine Cleanser, BIINAD Dermaclenz Cleanser, MASHKIKI Microbiome Balancing Treatment |
| Botanical ingredient research & safety context | 10, 12–14, 26–27, 33–34, 37–38, 71 | NISHIN Borage Leaf Foaming Cleanser, DIBIK Aloe Azulene Gel Masque, MIIN Papaya Pumpkin Masque; distinguish topical and dietary evidence |
| Sebum, oily coats & surface lipid chemistry | 29, 39–40, 45, 72 | BIINAD Dermaclenz Cleanser, BIMIDE Gelée Antioxidant Oil Cleanser, AKI Earth & Sea Mud, AMIK Ceramide+ Bioshield Crème |
| Double-coat architecture, follicular cycling & hair regrowth | 16–18, 41–44, 69–70, 73 | MAKWA Nutra Peptide Shampoo, NOOKAA Conditioner, ANANG Hair Masque, AWAN Conditioning Mist; hair loss referral and veterinary assessment |
| Shea lipid chemistry & marine ingredients | 37–38 | GIZIIBIIG Shea + Marine Conditioning Cleanser, OSHKAYAA Shea Renewal Body Polish, ZIIBI Limu Marine Cleanser, GICHI-GAMI Marine Mineral Shampoo, GIIZIS Restorative Marine Moisturizer |
| Mineral clay & adsorption | 45–46 | AKI Earth & Sea Mud and OSHKAYAA Shea Renewal Body Polish |
| Water chemistry, ozone water & applied shampoo technique | 47, 56–58, 68 + applied review | NIBI Gentle Cleansing Shampoo, BIZAA Chamomile Cream Cleanser, ZIIBI Limu Marine Cleanser; controlled water-treatment research |
| Sebum, botanical cleansing & leave-on care | 29–31 | BIINAD Dermaclenz Cleanser, AKI Earth & Sea Mud, BIMIDE Gelée Antioxidant Oil Cleanser, NISHIN Borage Leaf Foaming Cleanser, AWAN Leave-In Conditioning Mist |
| Gentle cleansing & skin comfort | 30–32 | BIZAA Chamomile Cream Cleanser, NIBI Gentle Cleansing Shampoo, MINO Intensive Rescue Cream, DIBIK Aloe Azulene Gel Masque |
| Breed-specific grooming & technique | 16–18, 22–23, 28, 41–44, 49–50 | Individualized cleansing, coat conditioning, clipping, and skin-fold care across the ONEDOG collection |
| Grooming stress & cooperative handling | 52–55 | Stage-specific observation, low-stress handling, voluntary positioning, and individualized drying |
| Shampoo formulation & barrier response | 61 | Comparative evaluation of surfactant systems across the ONEDOG cleansing collection |
| Environmental exposure & coat color | 62 | ANANG Total Repair Hair Masque, NOOKAA Nutra Peptide Conditioner, AWAN Conditioning Mist; coat-color documentation |
| Repeated grooming & hair breakage | 48, 51, 63 | Conditioning and low-force brushing protocols; canine-specific fiber testing |
| Anatomical, age & breed variation | 06, 59–60, 64–65 | Site-specific and age-informed assessment across individual dogs |
| Coat microclimate & heat exposure | 66–67 | Coat-aware drying protocols and evaluation of under-coat temperature and humidity |
| Anatomical skin microbiome | 04, 22, 59–60 | MASHKIKI Microbiome Balancing Treatment, BIINAD Dermaclenz Cleanser, and area-specific cleansing education |
| Sensory environment | Applied dryer-noise reference | Mobile grooming acoustic and equipment protocols |
| Detangling mechanics & brush force | 48–51 | Low-force brushing, conditioning for friction reduction, and coat-damage documentation |