Output Audit
PromptLeadz · Your own AI assistant
Catch the error in the AI answer before it costs you.
Output Audit checks an AI answer for the mistakes that arrive in the same confident voice as the correct parts, the made up figure, the number that does not add up, the invented clause, the code that looks fine and breaks. Drop the file into ChatGPT, Claude, Gemini or Copilot and it runs as your output auditor. No login, no subscription.
AI output reads as confident whether or not it is right, and that is the trap.
Do not take that on faith. Watch it run, then run it on your own output.
Watch it run
The brief: an AI hands you a market summary saying the sector will reach $4.2 billion by 2027, growing 23 percent a year.
Plain model
"The market is projected to reach $4.2 billion by 2027, growing at a CAGR of 23 percent, driven by strong demand and continued innovation."
Output Audit
"Two of those numbers are stated as fact with no source, and they do not agree: a 23 percent annual rate does not reach 4.2 billion from a base this size by 2027, so at least one is invented. Treat the figures as unverified, here is which claims to source before you use them, and the contradiction to resolve first. The prose was fine. The numbers were the risk."
Same summary. The plain output states invented figures as smoothly as real ones. Output Audit separates the claims that carry risk, catches the numbers that do not reconcile, and tells you exactly what to verify, so a confident error does not end up in your deck.
Then run it on your own output
The file carries one command. Type prove it, paste your own AI output, and Output Audit writes the plain answer next to its own, marks five checks you can confirm with your own eyes, and shows you the gap. On your output, not a demo. If its version does not clearly win, you will see that too.
What you are actually buying
A skill, not a prompt. Your AI runs it as its own assistant, in one file. Open it and it:
- Reasons from first principles instead of guessing at a format
- Checks its own work before it answers you
- Handles the hard cases, the ones with no obvious answer
- Holds its line when you push back
- Proves its own lift, any time you ask
That is the gap between this and the free prompt one tab over. It is why $9.99 is the floor.
Yours to keep
A file you own. It runs in any chat: ChatGPT, Claude, Gemini, any model. No login, no subscription, nothing anyone can switch off. Buy it once and run it on every answer that matters from here on.
Want every assistant instead? The Vault is the whole PromptLeadz library, for life, for $99. About ten singles and you have the lot.
$9.99
Instant download. Yours to keep.