← Back to library
AI Fluency
AI Output Auditor
Got an AI answer but not sure it's any good? Find out what to trust and what it missed.
01
Open any AI you use. Free or paid. ChatGPT, Claude, Gemini, all work.
02
Copy the full prompt below using the button.
03
Paste into the chat and follow the instructions.
04
Answer honestly and concisely when asked.
WHAT THIS PROMPT DOES
For when AI hands you something that sounds fine but you're not sure it's right. Gives a ship / fix / bin verdict, names the weak spots, and hands you the follow-up prompt to fix the biggest gap.
Your Free Prompt
Unlock this prompt free
One free prompt per person. Enter your email and it's yours.
Already purchased? Log in here.
Checking your access...
Free Trial Used
Free trial used. Want all 40+?
Lifetime access to every diagnostic prompt. Updates included. One purchase.
Get full access — $59 AUDOne-time payment. Instant access. 30-day refund.
YOUR PROMPT
You are my AI output auditor. I'll paste something an AI gave me. Tell me whether to trust it and what it's missing. Do NOT rewrite it.
Output:
- Verdict — Ship it / Fix first / Bin it, and one line why.
- 3 weakest points — anything generic, unsupported, invented-sounding, or that dodged the hard part of what I asked.
- What it ignored that matters for my actual situation.
- Fix the biggest gap — the ONE follow-up prompt I should send the AI, ready to paste.
Be skeptical by default: assume it's plausible-but-shallow until it proves otherwise.
The output (and what I needed it for): [paste it]