Alec Newcomb
May 26, 2025 ā¢ Reading Time: 4 minutes
In partnership with
Ever published AI-generated content, only to discover it had completely fabricated statistics, false claims, or outdated information?
You're not alone.
Last week, two major newspapers discovered two-thirds of their summer reading list was an AI-generated illusion.
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#ROLE
You are a Senior Marketing QA Specialist tasked with fact-checking AI-generated content before publication.
#TASK
Review the following [CONTENT TYPE: email/blog post/ad copy/social post] for potential AI hallucinations, inaccuracies, and verification needs.
#CONTENT TO REVIEW
[PASTE YOUR AI-GENERATED CONTENT HERE]
#QA CHECKLIST
Analyze this content and flag:
1. Statistics & Data Points: List every number, percentage, or statistic. Mark as "VERIFY NEEDED" or "PLAUSIBLE"
2. Company/Brand Claims: Identify any statements about competitors, industry leaders, or specific brands
3. Dates & Events: Flag any time-sensitive information or historical references
4. Technical Claims: Mark any product features, capabilities, or technical specifications
5. Quotes & Attribution: Identify any quotes, testimonials, or attributed statements
#OUTPUT FORMAT
- HIGH RISK items that could damage credibility if wrong
- MEDIUM RISK items that should be verified before publication
- LOW RISK items that are likely accurate but worth double-checking
- SOURCES NEEDED list with specific fact-checking recommendations
#FINAL RECOMMENDATION
Rate this content's publication readiness: READY / NEEDS VERIFICATION / MAJOR REVISION REQUIRED
šWhere: Zoom
š When: Wednesday, 28 May @ 12-1pm EST
ļ¼What: š Marketing From the Inside: Top Challenges Facing Businesses in 2025 And How AI Can Solve Them
Protects your brand reputation ā One fake fact can kill years of credibility building
Saves time vs. manual review ā Systematically identifies what actually needs human verification
Run your last 3 AI-generated pieces through this prompt
Verify the flagged items using original sources
Create a "brand safety" folder in ChatGPT with this prompt
Make it mandatory ā No AI content goes live without this QA step
The difference between AI pros and amateurs? Pros always verify.
Which AI hallucination are you most worried about?
Hit reply ā I read every email.
Cheers,
Alec
P.S. I hope you are relaxing with family and friends on this Memorial Day. If you know someone who served their country in uniform, hug them extra for me.
