
| Product | Target overrun | Recommended system |
| Standard hardpack (10–14% fat) | 80–100% | DMG 0.2–0.3% + Polysorbate 80 0.02–0.04% |
| Economy hardpack | 100–120% | DMG 0.3–0.4% + Polysorbate 80 0.04–0.06% |
| Premium / artisan | 20–60% | Lecithin 0.2–0.4% ± DMG 0.1–0.2% |
| Soft-serve | 30–60% | DMG 0.2–0.3% + Polysorbate 80 0.03–0.05% |
| Low-fat / light (2–6% fat) | 80–100% | Distilled MG ≥90% (0.3–0.4%) + Polysorbate 80 (0.04–0.06%) |
| Novelty / stick | 60–90% | DMG 0.2–0.3% + Span 60 0.2–0.3% ± Polysorbate 80 0.02–0.03% |
| Plant-based | 60–100% | Sunflower lecithin 0.2–0.4% + veg. DMG 0.2–0.3% |
| Symptom | Likely cause | Action |
| Overrun consistently below target | DMG underdosed or wrong physical form | Switch to distilled MG ≥90%; confirm gel or spray-dried form; add Polysorbate 80 |
| Overrun variable batch-to-batch | Aging inconsistency | Standardize aging: minimum 4 hrs at 4°C |
| Air cells coarse and unstable | Incomplete protein displacement | Extend aging; increase DMG; check homogenization pressure |
| Overrun collapses in hardening | Fat coalescence network too weak | Add Span 60 (0.2–0.3%); increase dasher speed |
| Greasy texture / churning | Polysorbate 80 overdosed | Reduce to ≤0.06%; ensure DMG is in the system |
| Soft-serve below target | Polysorbate 80 insufficient | Increase to 0.04–0.05%; check drawing temperature and blade condition |
| Product | E No. | Function |
| Distilled Monoglycerides (DMG) | E471 | Primary destabilizer; partial coalescence; α-crystals |
| Mono- and Diglycerides | E471 | Baseline emulsification |
| Polysorbate 80 | E433 | Overrun booster; soft-serve; low-fat |
| Sorbitan Monostearate (Span 60) | E491 | Overrun retention; heat shock resistance |
| Lecithin (Soy / Sunflower) | E322 | Clean-label; artisan; plant-based |