What this prompt does

Detect how AI may misrepresent, ignore, or negatively frame your brand.

Best for

Brands in sensitive, competitive, regulated, or trust-heavy categories.

When to use this prompt

Your category is sensitive, regulated, competitive, or trust-heavy.
AI answers may rely on outdated or harmful information.
Leadership needs a documented reputation-response plan.

Required inputs

Brand, market, known issues, and sensitive topics
Observed AI answers with platform and date
Verified facts, official statements, and source URLs
Stakeholders and escalation thresholds

What you will get

✓ Reputation risk score and risk table

✓ Business impact and correction plan

✓ Trust and proof requirements

✓ Crisis monitoring prompts and leadership note

Advanced Prompt

Copy the full prompt and replace the bracketed inputs.

Act as an AI reputation intelligence, misinformation, communications, and risk-management specialist.

Assess how supplied AI-generated answers may misrepresent, omit, or negatively frame the brand. This is not legal advice. Do not infer defamation, illegality, or model intent. Base findings on observable statements and verified sources.

INPUTS
- Brand and market: [BRAND / MARKET]
- Sensitive topics and known issues: [TOPICS]
- AI prompts, answers, platforms, and dates: [TEST DATA]
- Verified facts and official sources: [FACTS]
- Previous names, incidents, changes, or misconceptions: [HISTORY]
- Stakeholders and escalation thresholds: [GOVERNANCE]

CLASSIFY RISKS
- Factual inaccuracy
- Outdated information
- Entity confusion
- Material omission
- Negative or misleading framing
- Unsupported allegation
- Compliance or safety sensitivity
- Competitor displacement
- Missing context

OUTPUT
1. Overall AI Reputation Risk Score and rationale.
2. Risk table with exact statement, risk type, severity, confidence, evidence, affected audience, and potential business impact.
3. Correct, incorrect, outdated, ambiguous, and unverifiable claims.
4. Example harmful interpretations.
5. Immediate response actions and escalation owner.
6. Accuracy correction plan.
7. Proof and trust plan.
8. Recommended clarification copy for web, FAQ, press, and stakeholder use.
9. Crisis monitoring prompt set.
10. A one-page leadership note.
11. Unknowns requiring legal, compliance, product, or communications review.

Prioritize material risk. Do not recommend hiding legitimate criticism or manufacturing positive evidence.

How to use the results

1 Escalate legal, safety, or compliance risks to qualified owners.
2 Publish factual clarification where users can access it.
3 Monitor high-risk narratives consistently.

Want to monitor this automatically?

Turn one-time testing into a repeatable visibility system

Manual testing is useful for investigation, but hard to repeat and compare. AI Brand Scan monitors brand mentions, competitors, recommendations, answer accuracy, sentiment, Share of Voice, and content gaps over time.

Explore AI Brand Scan

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