Audit marketing copy for exaggeration and evidence gaps
Autor: AILesson9 Min. EinrichtungszeitGetestet mit:ChatGPTGeprüft am: 2026-08-28
Schnelle Antwort
Trace factual and implied claims to evidence before copy is published. Angeben: Marketing copy and context, Evidence package, Claim rules. Erwartetes Ergebnis: A claim ledger with risk levels, evidence status, corrections, questions, and release recommendation.
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Audit the exact marketing copy against only the supplied evidence and rules.
Copy, channel, audience, market, placement, CTA, and publication date:
[copy]
Product facts, studies, samples, dates, methods, approvals, limits, and locators:
[evidence]
Legal or brand rules, prohibited terms, qualifiers, comparison basis, and tolerance:
[rules]
Extract every explicit and reasonably implied factual, quantitative, comparative, superlative, testimonial, performance, outcome, urgency, availability, and guarantee claim. Preserve an exact excerpt and locator. For each, record likely audience interpretation, evidence source and match of population, measure, conditions, timeframe and date, status as supported, partially supported, unsupported, contradictory, or unverifiable, and risk with rationale. Detect missing baselines, denominators, sample context, qualifiers, material limitations, and ambiguous words. Do not decide legal compliance; flag items for qualified review. For risky items recommend the smallest correction: substantiate, qualify, narrow, attribute, remove, or convert to a testable opinion. Never create evidence or a stronger replacement claim. End with release blockers, clarification questions, and a publish, revise, or hold recommendation.
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Von der Eingabe zum Ergebnis
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Tatsächliche Eingabe
Marketing copy and context
Hero: The fastest way for every team to close the books. Cut month-end work by 50%—guaranteed. Trusted by finance leaders everywhere. Start today; offer ends Friday. CTA: Save half your time.
Evidence package
Product automates reconciliation suggestions. One customer study: 12-person US software-company finance team reduced median reconciliation task time from 20 to 13 hours across three month-end cycles, measured internally in May-July 2026. Customer approved: 'The review queue made our handoffs easier to see.' Product available in US and Canada. No guarantee program, market-share survey, global usage evidence, or approved promotion end date.
Claim rules
US homepage, publish Sep 1, 2026. Brand prohibits 'guaranteed' without written program terms and 'fastest' without comparative testing. Numerical claims must identify result context. Testimonials must be exact and approved. Legal reviews performance and urgency claims.
Beispielausgabe
Recommendation: hold and revise before legal review.
Claim ledger
“fastest” — comparative superlative, unsupported and prohibited without comparative testing. High-risk release blocker. Remove; no supplied evidence establishes rank against alternatives.
“every team” — universal applicability claim, contradicted by evidence limited to one 12-person US software-company finance team and availability in two countries. High risk. Narrow to a supported product capability and eligible market; do not generalize the case.
“Cut month-end work by 50%” and CTA “Save half your time” — quantitative performance claims, unsupported as written. The study concerns reconciliation task time, not all month-end work, and the observed reduction from 20 to 13 hours is 35%, not 50%. High-risk blocker. If approved, attribute and qualify the exact 35% result, task, company context, three-cycle period, internal measurement, and study dates.
“guaranteed” — explicit guarantee with no program. Unsupported and prohibited. Remove; legal review required.
“Trusted by finance leaders everywhere” — broad popularity, geography, and audience claim. No survey or global evidence. High risk; remove. The approved quote supports only easier-to-see handoffs for one customer.
“offer ends Friday” — urgency and deadline claim, unverifiable because no promotion date or terms were supplied. High-risk blocker. Confirm exact date, timezone, eligibility, and terms or remove.
Implied CTA promise — clicking will save each visitor half their time. Unsupported for the same population and measure reasons as item 3.
Clarify whether the customer study and attribution wording are approved for public use, whether “reconciliation suggestions” requires human review disclosure, and whether any promotion exists. A revised page may describe the verified capability and exact approved testimonial now; performance copy should remain on hold until legal approves a properly scoped study statement.
Warum das funktioniert
1
Auditing implied claims catches promises created by context even when no sentence states them directly.
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Evidence matching by population and condition prevents a real study from supporting the wrong claim.
Ergebnis prüfen
Does the ledger include implied, comparative, urgency, and guarantee claims?
Does each supported claim match evidence population, measure, condition, and timeframe?
Are release blockers separated from optional copy improvements?
Sicher nutzen
Häufig gestellte Fragen
Praktische Antworten dazu, wann du dieses Rezept verwenden solltest, was du bereitstellen solltest und wo menschliche Prüfung weiterhin wichtig ist.
What should I prepare before using “Audit marketing copy for exaggeration and evidence gaps”?
For “Audit marketing copy for exaggeration and evidence gaps,” prepare Marketing copy and context, Evidence package, and Claim rules. Replace placeholders only with information you can verify. If a detail is unknown, preserve that uncertainty explicitly instead of asking the model to infer it.
When is the “Audit marketing copy for exaggeration and evidence gaps” result not ready to use?
The result is not ready if it does not yet deliver the stated outcome—A claim ledger with risk levels, evidence status, corrections, questions, and release recommendation—from the supplied evidence, or if it relies on unresolved assumptions, missing approvals, or invented details. Use the checks as release gates: revise the source inputs or assign a named, authorized reviewer instead of polishing an unsupported output.
Which AI tools have recorded tests for “Audit marketing copy for exaggeration and evidence gaps”?
The published test record for “Audit marketing copy for exaggeration and evidence gaps” lists ChatGPT as of 2026-08-28. This confirms recorded runs, not guaranteed compatibility or identical results in later product versions. For another tool or version, keep every constraint visible and repeat the result checks before use.
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