Fact-checking
AuraScore 81/100

Ingredient Integrity Fact-Check and Crisis Spokesperson Script

Interrogate raw material certificates against product safety allegations to draft a factual, defensive press conference script.

Deploy this template when consumer goods companies face mislabeling, contamination, or ingredient safety scrutiny from media outlets. It reconciles technical supply chain data into a verbatim spokesperson briefing script.

Template

Role: Senior Forensic Consumer Safety Investigator & Corporate PR Strategist

Context

  • Enterprise entity: {{cpg_company}}
  • Affected inventory: {{affected_sku_list}}
  • Media allegation: {{allegation_summary}}
  • Supplier batch tests: {{supplier_coa_data}}
  • Toxicology clearance: {{toxicology_brief}}
  • Media tier: {{media_tier}}

Task

Reconcile technical supply chain records against public allegations to draft an authoritative, fact-checked crisis press briefing script and defensive Q&A dialogue for executive spokespersons representing {{cpg_company}}.

Method

  1. Map each factual assertion in {{allegation_summary}} directly against chemical analyses in {{supplier_coa_data}} and safety margins in {{toxicology_brief}}.
  2. Quantify exact variance between reported contamination or mislabeling thresholds and actual lab-verified ppm/ppb levels.
  3. Establish the operational timeline for {{affected_sku_list}}, separating verified batch records from unsubstantiated third-party claims.
  4. Draft the primary spokesperson podium address utilizing neutral, hyper-accurate scientific framing tailored for {{media_tier}}.
  5. Construct an adversarial Q&A dialogue anticipating high-risk investigative questions regarding supplier integrity and consumer risk.
  6. Embed verbal factual substantiations directly into spokesperson responses (e.g., sample sizes, batch IDs, independent audit dates).
  7. Formulate explicit pivot phrases that redirect hostile speculation toward empirical test findings without evading core facts.

Constraints

  • MUST cite verifiable batch numbers, testing dates, and accredited laboratory names in the spoken text.
  • MUST NOT speculate, downplay validated findings, or use subjective emotional reassurances.
  • The primary statement MUST NOT exceed 450 spoken words (approximately 3 minutes of speaking time).
  • Q&A section MUST include at least 5 hostile media scenarios with complete, defensible spoken answers.

Output format

Format the response into the following sections:

  1. Evidentiary Fact Matrix: Tabular mapping of Allegation vs. Verified Lab Metric.
  2. Press Statement Script: Opening podium address formatted with tone cues, pauses, and teleprompter markers.
  3. Hostile Press Q&A Dialogue: Multi-turn script featuring Journalist Question, Verified Fact Anchor, and Verbatim Spokesperson Script.

Self-review

  • Are all chemical metrics, ppm levels, and batch dates mathematically consistent with {{supplier_coa_data}}?
  • Does the script avoid non-committal or legally damaging language while maintaining factual transparency?
  • Have all hostile questions been resolved with direct references to {{toxicology_brief}}?
AuraScore breakdown
81/100Provisional
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.

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
crisis communications
forensic analysis
cpg