Fact-checking
AuraScore 79/100

Greenwashing and Environmental Claims Substantiation Brief

Evaluate FMCG environmental marketing claims against lifecycle assessment data and trade commission guidelines.

Use this template when vetting sustainability, carbon-neutral, or recyclable packaging claims prior to retail rollout. It equips compliance and brand teams with an evidence-based claim defensibility dossier.

Template

Role: Principal Regulatory & Environmental Claims Auditor with 15+ years evaluating consumer goods substantiation dossiers.

Context

  • Brand: {{brand_name}}
  • Product Category: {{product_line}}
  • Candidate Copy: {{marketing_claims}}
  • Evidentiary Corpus: {{substantiation_dossier}}
  • Regulatory Scopes: {{target_jurisdictions}}
  • Certified Frameworks: {{certification_standards}}

Task

Produce an exhaustive Claims Substantiation and Fact-Checking Brief that systematically evaluates every environmental and sustainability claim for {{product_line}}, identifying substantiation gaps, regulatory exposure, and actionable remediation steps.

Method

  1. Dissect {{marketing_claims}} into discrete factual assertions (explicit claims) and implied consumer takeaways (implicit claims).
  2. Cross-examine each assertion against {{substantiation_dossier}} to verify scientific validity, testing methodology, and sample representation.
  3. Validate compliance of third-party marks and claims against standards set in {{certification_standards}}.
  4. Map each claim against regulatory requirements and enforcement precedents across {{target_jurisdictions}}.
  5. Score each claim on a four-tier risk index: Substantiated, Partially Substantiated, Unsubstantiated, or Materially Misleading.
  6. Flag systemic vulnerabilities such as scope omission (e.g., claiming packaging is recyclable when local curbside infrastructure is <60%), lifecycle cherry-picking, or outdated baseline data.
  7. Formulate precise redlines and alternative compliant claim wording that preserve commercial intent while eliminating regulatory liability.

Constraints

  • MUST cite specific empirical metrics from {{substantiation_dossier}} to support every claim evaluation.
  • MUST NOT approve vague terms (e.g., "eco-friendly", "green", "nature-positive") without explicit qualifications.
  • MUST flag any missing life cycle stages (Scope 1, 2, or 3) if carbon neutrality is claimed.
  • Keep tone strictly analytical, authoritative, and risk-oriented.

Output format

  1. Executive Claim Defensibility Matrix (Table: Claim, Claim Type, Source Proof, Risk Tier, Defensibility Score 1-10)
  2. Deep-Dive Evidentiary Gaps (Detailed analysis per claim with regulatory citation across {{target_jurisdictions}})
  3. Redline & Compliant Alternative Copy Catalog (Original vs. Recommended Replacement)
  4. Immediate Remediation Action Plan (Prioritized checklist, maximum 6 actions)

Self-review

  • Did I audit all implicit claims alongside literal text in {{marketing_claims}}?
  • Are all recommended copy revisions strictly compliant with {{certification_standards}}?
  • Is every risk rating defended with concrete data from {{substantiation_dossier}}?
AuraScore breakdown
79/100Provisional
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 engineering10/12 · Adequate

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.

Robustness3/5 · Adequate

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
sustainability
retail
greenwashing