| HLB Range | Function | Typical Use |
| 3–6 | W/O emulsifier | Margarine, cold cream, spreads |
| 7–9 | Wetting agent | Coatings, dispersants |
| 8–16 | O/W emulsifier | Dressings, beverages, dairy products |
| 15–18 | Solubilizer | Flavor and vitamin solubilization |
| Parameter | What It Measures | Key Risk If Off-Spec |
| HLB | Oil/water affinity | Wrong emulsion type, instability |
| Acid Value | Free fatty acids / hydrolysis | Degradation, off-flavor |
| Saponification Value | Fatty acid profile and MW | Raw material substitution |
| Iodine Value | Unsaturation / oxidative risk | Rancidity, shortened shelf life |
| Hydroxyl Value | Degree of esterification | Shifted HLB, poor performance |
| Ester Value | Esterified fatty acid content | Internal consistency check |
| Peroxide Value | Primary oxidation stage | Rancidity, off-flavor (irreversible) |
| Water Content | Moisture level | Hydrolysis, caking, chocolate defects |
| Melting Point | Fatty acid profile / hydrogenation | Wrong activation timing |
| Color / Appearance | Thermal and handling history | Degradation, storage issues |