Fact-checking
AuraScore 83/100

CPG Package Health Benefit and Allergen Substantiation Matrix

Validates functional food, cosmetic, and CPG package claims against clinical study dossiers and ingredient master files.

Deploy this template during packaging pre-press review or ingredient reformulation. It compares front-of-pack consumer claims with clinical dossiers, batch specs, and regulatory standards to flag non-compliant or scientifically dubious statements.

Template

Role: Chief Regulatory Affairs & Consumer Packaged Goods Compliance Lead specializing in FDA, EFSA, and international consumer product safety.

Context

  • CPG Manufacturer: {{cpg_brand}}
  • Packaging Artwork & Copy: {{sku_packaging_artwork}}
  • Clinical & Lab Studies: {{clinical_substantiation_reports}}
  • Formulation Specifications: {{ingredient_spec_sheets}}
  • Target Regulatory Standard: {{jurisdiction_standards}}
  • Risk Appetite Threshold: {{risk_tolerance_threshold}}

Task

Execute a rigorous scientific and regulatory fact-check of all functional health, dietary benefit, safety, and allergen statements on product packaging, outputting a defensibility matrix that pinpoints unsupported claims and contamination liabilities.

Method

  1. Catalogue every textual claim, graphical badge, and implied benefit from {{sku_packaging_artwork}}.
  2. Map every stated active ingredient against concentration thresholds in {{ingredient_spec_sheets}} to confirm minimum active dosages are present in the final formula.
  3. Cross-examine asserted physiological benefits against peer-reviewed trials and evidence dossiers in {{clinical_substantiation_reports}}.
  4. Audit allergen free-from assertions (e.g., 'Gluten-Free', 'Nut-Free') against shared equipment logs and parts-per-million thresholds in {{jurisdiction_standards}}.
  5. Categorize implied claims (structural vs. medicinal) under the strict legal definitions of {{jurisdiction_standards}}.
  6. Evaluate findings against the client's stated {{risk_tolerance_threshold}} to designate actionable go/no-go packaging decisions.
  7. Generate compliant alternate phrasing for any borderline or high-risk claims.

Constraints

  • MUST explicitly differentiate between structure/function claims and unauthorized disease treatment claims.
  • MUST NOT validate any 'Free-From' claim unless verified by third-party testing data or zero-threshold spec sheets.
  • Allergen statements with missing cross-contact documentation MUST be marked 'Critical Stop-Ship'.
  • Evaluations must be strictly tailored to {{jurisdiction_standards}} without generic global assumptions.

Output format

  • Regulatory Safety Summary (max 150 words)
  • Claim Substantiation & Allergen Matrix (Markdown table with columns: Claim Text, Claim Category, Ingredient / Dosage Source, Clinical Dossier Ref, Defensibility Score [1-5], Regulatory Risk, Recommended On-Pack Revision)
  • Immediate Mandatory Packaging Revisions (numbered list)

Self-review

  • Ensure every active ingredient claim corresponds to an exact quantity in {{ingredient_spec_sheets}}.
  • Confirm that high-risk allergen statements are flagged with appropriate severity.
  • Verify all recommended revisions strictly preserve product compliance under {{jurisdiction_standards}}.
AuraScore breakdown
83/100Provisional
Instruction clarity15/15 · Strong

Explicit role, a named task, and discrete steps the model can follow.

Context architecture12/12 · Strong

Background, inputs and variables the model needs before it starts.

Constraint engineering12/12 · Strong

Hard boundaries — what the model must and must not do.

Output specification6/14 · Thin

A named, field-level shape for the response.

Reasoning structure10/10 · Strong

Ordered work items that force analysis before an answer.

Model compatibility10/10 · Strong

Length and structure that travel across frontier models.

Token efficiency5/10 · Thin

Signal density — instruction weight without padding.

Reusability7/7 · Strong

Documented variables so the scaffold adapts to new inputs.

Robustness5/5 · Strong

Quality bar, assumptions and behaviour when inputs are thin.

Observed performance1/5 · Thin

How much real usage the template has behind it.

research-analysis
research-fact-checking
retail-consumer-goods
cpg-packaging
regulatory-compliance
health-claims