Louis Gleeson · @aigleeson

OPENAI ENGINEERS USE A PROMPT TECHNIQUE YOU’VE PROBABLY NEVER HEARD OF It’s called reverse prompting and it’s...

View this X/Twitter post from @aigleeson published on December 17, 2025 at 10:15 AM. This post contains 8 images.

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December 17, 2025 at 10:15 AM
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Louis Gleeson
@aigleeson
December 17, 2025 at 10:15 AM

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View this X/Twitter post from @aigleeson published on December 17, 2025 at 10:15 AM. This post contains 8 images.

OPENAI ENGINEERS USE A PROMPT TECHNIQUE YOU’VE PROBABLY NEVER HEARD OF

It’s called reverse prompting and it’s the fastest way I’ve seen to turn average AI output into elite-tier results.

Here’s the exact system you can steal 👇
Most people write prompts like this:

"Write me a strong intro about AI."

The AI guesses.
The result feels generic.

This is why 90% of AI content sounds the same.

You're asking the AI to read your mind. 
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Reverse prompting flips this completely.

Instead of telling the AI what to write, you show it a finished example and ask:

"What prompt would generate content exactly like this?"

The AI reverse-engineers the hidden structure.

Suddenly, you're not guessing anymore. 
Louis Gleeson media
Why this works:

AI models are pattern recognition machines.

When you show them a finished piece, they can identify:
- tone
- pacing
- structure
- depth
- formatting
- emotional intention

Then they hand you the perfect prompt. 
Louis Gleeson media
Real example: Writing better intros

BEFORE:
"Write an intro for an article about prompts."

Result: stiff, boring, predictable.

AFTER (reverse prompt method):
Show the AI an intro you like.
Ask: "Reverse prompt this. What prompt creates this style?" 
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The AI responds with something like:

"Write a concise intro that starts with a bold statement. Keep tone conversational. Avoid storytelling. Use short sentences. Create immediate value."

Now you have a reusable formula.

Copy that prompt.
Use it forever. 
Louis Gleeson media
This works for everything:

- Social media captions
- Marketing hooks
- Research summaries
- Email subject lines
- Product descriptions
- Explanations
- Headlines

One reverse prompt replaces 50 bad attempts. 
Louis Gleeson media
Simple template you can use today:

1. Find content you like (yours or someone else's)
2. Paste it into Claude or ChatGPT
3. Ask: "Reverse prompt this. What prompt would generate content like this?"
4. Copy the AI's response
5. Use that as your new prompt template 
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Why most people don't know this:

It sounds too simple.

No complex frameworks.
No "mega prompts."
No jargon.

Just a clean backwards hack that power users swear by while everyone else keeps guessing. 
Louis Gleeson media
Try this once and you'll never go back.

Take one piece of writing you admire.
Run the reverse prompt trick.
Watch the quality of your AI output change immediately.

Sharper.
Clearer.
More consistent.

This is how you stop guessing and start generating like a pro.
I hope you've found this thread helpful.

Follow me @aigleeson for more.

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