Prompt Details
Model
Chat - (gpt-5.4)
Token size
601
Example input
[Insert_Name]: Pro-Plant Vanilla Recovery Shake
[Paste_Ingredients]: Water, Pea Protein Isolate, Maltodextrin, High Oleic Sunflower Oil, Natural Flavors, Gellan Gum, Stevia (Rebaudioside A), Tricalcium Phosphate.
[Insert_Process]: Ultra-High Temperature (UHT) processing and homogenization.
Example output
Example 1: Vegan Protein Shake (The "False" Healthy)
Input:
PRODUCT_NAME: Pro-Plant Vanilla Recovery Shake
INGREDIENT_LIST: Water, Pea Protein Isolate, Maltodextrin, High Oleic Sunflower Oil, Natural Flavors, Gellan Gum, Stevia (Rebaudioside A), Tricalcium Phosphate.
PROCESSING_METHODS: Ultra-High Temperature (UHT) processing and homogenization.
TARGET_MARKET: Global
Output:
1. REASONING TRACE
The audit deconstructs the formula: Pea Protein Isolate is a highly purified fraction; Maltodextrin is a refined hydrolyzed carbohydrate. Under NOVA criteria, the combination of industrially derived ingredients used to reconstruct taste and texture is characteristic of ultra-processed foods (UPF). UHT and homogenization support this engineered matrix for long-term shelf stability.
2. GLOBAL NOVA SCORE
- Group Assignment: 4 (Ultra-Processed Food)
- UPF Probability: High (~90%)
3. INGREDIENT AUDIT TABLE
| Ingredient | Category | Why it pushes UPF risk |
| :--- | :--- | :--- |
| Pea Protein Isolate | Protein Fraction | High fractionation; matrix reconstruction |
| Maltodextrin | Modified Carb | Industrial refinement; texture/bulking role |
| Gellan Gum | Hydrocolloid | Cosmetic texture stabilization |
| Stevia (Reb A) | Sweetener | High-intensity sweetness; no whole-food matrix |
4. MULTI-MARKET COMPLIANCE
- EU: Legally feasible (Reg. 1169/2011) but high UPF exposure. High risk for "Natural" claims.
- USA/FDA: Potentially compliant under GRAS; requires specific flavor labeling (21 CFR 101.22).
5. R&D STRATEGIC PIVOT
| Flagged Ingredient | Bio-Natural Substitute | R&D Benefit |
| :--- | :--- | :--- |
| Gellan Gum | Citrus/Oat Fiber | Natural mouthfeel; clean label status |
| Maltodextrin | Native Cereal Solids | Improved matrix integrity; NOVA 3 shift |
| Pea Isolate | Pulse Flour (less-refined) | Reduced fractionation; protein-fiber complex |
FINAL AUDIT CONCLUSION: NOVA 4. High UPF risk with significant clean-label positioning gaps.
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GPT-5.4
Professional-grade audit tool for Food Tech R&D and Quality Assurance. Analyzes ingredients and processes to determine NOVA Classification (Group 1-4). Identifies Ultra-Processed Food (UPF) markers and provides science-based reformulation strategies for EU (Reg. 1169), USA (FDA), and UK (FSA) markets. Built with high-precision 'Chain of Thought' reasoning to evaluate food matrix integrity, additive functionality, and multi-market compliance. Includes actionable R&D roadmap.
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Updated 3 weeks ago
