Big Idea

The argument in one line.

You can reverse-engineer any viral AI video by uploading it to ChatGPT or using a meta prompt generator to extract the exact prompt that created it.

Who This Is For

Read if. Skip if.

READ IF YOU ARE…

A content creator using AI video tools like Runway or C Dance who wants to quickly identify the prompts behind viral videos you admire.
Someone experimenting with prompt engineering for AI video generation and looking for a systematic way to reverse-engineer successful outputs.
A video creator with 0-6 months of AI tool experience who feels stuck because competitors don't share their prompts and wants a faster learning path.

SKIP IF…

You're building AI video prompts from scratch and want to understand prompt design theory rather than copy existing successful ones.
You're already proficient at prompt engineering and regularly create viral AI videos—this is entry-level reverse-engineering for you.

TL;DR

The full version, fast.

Any viral AI video can be reverse-engineered into its source prompt using ChatGPT, ending the gatekeeping that surrounds AI video creators. The basic method takes about thirty seconds: screen-record or download the video, drop the file directly into ChatGPT, and ask it to return the prompt that would recreate it, broken out by scene, camera, lighting, and audio. The upgraded method uses a meta system prompt, a prompt-generator that ingests the video and outputs both a faithful reproduction prompt and a V2 cinematic version with Hollywood-grade camera directions and motion design. Paste the result into Seedance, Higgsfield, or any video model, tag your own character, and you reliably reproduce the original's structure and style.

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Chapters

Where the time goes.

00:00 – 00:49

01 · Hook + AI video showcase

Opens with viral AI clips over reaction-cam. Frames the problem: creators gatekeep their prompts. Promise: I end that today.

00:49 – 02:08

02 · Method 1 - The embarrassingly simple way

Screen share of ChatGPT. Drags video file in, types: This video was made in Seedance 2.0, give me a prompt that can recreate it. ChatGPT returns a multi-scene prompt with style, camera, lighting, and audio sections.

02:08 – 03:46

03 · Method 1 results + Magnific/FreePik recreation

Ports the extracted prompt into Magnific (FreePik), tags his AI character, generates a 10-second recreation. Side-by-side comparison shown. Declares Method 1 successful but basic.

03:46 – 04:14

04 · Bridge - teasing the better way

Calls Method 1 common sense. Teases the upcoming prompt generator as something that does it better AND delivers a V2 10x upgrade.

04:14 – 05:23

05 · Method 2 - AI Video Engine Database

Opens his Everything Bundle database. Shows the meta system prompt for Seedance 2.0 prompt generation. Notes all prompts are free on metricsmule.com/blog.

05:23 – 06:22

06 · Method 2 in ChatGPT - paste system prompt + upload video

Pastes full meta system prompt into ChatGPT. ChatGPT asks for video upload. Returns full video analysis with meta tags, camera tokens, motion descriptors, style keywords, then the full recreation prompt.

06:22 – 07:29

07 · Results + V2 cinematic upgrade

Shows recreated video side-by-side with original. Triggers V2 by typing yes to ChatGPT follow-up. Gets Hollywood camera directions, stronger realism, advanced cinematography.

07:29 – 08:28

08 · V2 generation in HiggsField AI

Pastes V2 prompt into HiggsField AI, changes hair color to blonde, tags his AI character. Generates and shows the cinematic upgrade result.

08:28 – 08:52

09 · CTA + outro

Subscribe reminder. Free prompt generator link in description. Fade to closing AI-generated clip.

Atomic Insights

Lines worth screenshotting.

You can reverse-engineer any AI video by dropping the file directly into ChatGPT and asking for a prompt that recreates it.
Most creators gatekeep their AI video prompts, which means systematic reverse-engineering is the fastest path to matching their output quality.
A meta system prompt — a prompt that generates prompts — is more reusable than any single video prompt because it adapts to any input.
Dragging a video into ChatGPT produces not just a recreatable prompt but a full breakdown of scenes, camera shots, lighting, and audio style.
The V2 cinematic upgrade step — asking for Hollywood-level camera directions after the initial prompt — consistently produces better output than the first pass.
Screen-recording a video you want to reverse-engineer is the workaround when right-click download is blocked on the platform.
Meta tags and camera tokens extracted from a video analysis are reusable in future, unrelated AI video prompts — not just for duplicating the original.

Takeaway

The meta prompt is the product.

Prompt engineer playbook

A prompt that generates prompts is a reusable research tool - one system prompt can reverse-engineer any video, forever.

Build a meta system prompt for your own niche and package it as a one-time tool in MCN+
Use the V2 upgrade conversation pattern in any AI workflow: deliver a V1, then offer a cinematic version with a single follow-up question
The gatekeeping-buster hook works in any tutorial: name the thing they want, say you are giving it to them, immediately deliver
Free blog post + paid database is the full funnel - the blog ranks for prompts, the bundle converts the buyers
Tag your AI character in every generation so your brand is inside every output

Glossary

Terms worth knowing.

Reverse engineer (a prompt): Working backward from a finished AI-generated video or image to figure out the text prompt that likely produced it, so you can recreate or adapt the result.
Seedance 2: An AI video generation model (referred to in the transcript as 'c dance two') known for producing multi-shot videos from a single prompt.
Multi-shot generated video: An AI-generated clip that contains multiple distinct camera shots or scenes stitched together from a single prompt, rather than one continuous take.
Meta system prompt: A prompt designed to generate other prompts. You give it an input (like a video) and it outputs a finished, structured prompt you can paste into another AI tool.
Prompt generator: A reusable instruction set that turns rough inputs into polished, ready-to-use prompts for a specific tool or use case, such as AI video models.
Magnific / Freepik: An AI creative platform that bundles access to multiple image and video models behind one interface, letting users pick which underlying model runs a given prompt.
AI character: A consistent, reusable AI-generated person or avatar that creators tag into new prompts so the same face and look appear across different videos.
Tagging a character: Referencing a saved AI character inside a prompt (often with an @-style tag) so the generator uses that specific likeness instead of inventing a new one.
Gemini Gems: Custom, reusable mini-assistants inside Google's Gemini app, each loaded with its own instructions and context for a specific recurring task.
Custom GPT: A configurable version of ChatGPT preloaded with custom instructions, files, and tools, used to specialize the assistant for a particular workflow.
Claude Project: A workspace inside Anthropic's Claude app that bundles files, instructions, and chats so a recurring task has persistent context across conversations.
Everything Bundle: A paid product that packages a creator's full library of prompts, prompt generators, and databases together for a single price.
Meta tags and tokens: Keyword-style descriptors (camera shots, lighting terms, style cues) extracted from analyzing a video, useful as building blocks when writing new AI prompts.
V2 cinematic upgrade: An optional second pass that rewrites a base prompt with Hollywood-style camera directions, stronger realism, and richer motion and cinematography cues.
Higgsfield AI: An AI video generation platform focused on cinematic camera motion and stylized shots, often used to render prompt-driven short clips.

Resources

Things they pointed at.

00:49toolChatGPT ↗

02:50toolMagnific / FreePik ↗

04:14productEverything Bundle ↗

04:55linkMetricsMule Blog ↗

07:29toolHiggsField AI ↗

Quotables

Lines you could clip.

00:24

“The actual creator never shares what prompts were actually used. Well, today, that ends.”

Tight authority claim, no setup needed, punchy closer→ TikTok hook↗ Tweet quote

02:08

“Give me a prompt that can recreate it. I mean, that's pretty embarrassingly simple and common sense.”

Self-deprecating simplicity reveal→ IG reel cold open↗ Tweet quote

07:10

“Would you like a V2 cinematic upgrade with more advanced Hollywood-level camera directions, stronger realism, motion design, and basically more advanced cinematography?”

The upgrade ask - reads like a movie trailer→ Newsletter pull-quote↗ Tweet quote

The Script

Word for word.

Read-along

Don't just watch it. Burn it in.

See every word as it's spoken — crank it to 2× and still catch all of it. The same dual-channel trick behind Amazon's Kindle + Audible.

metaphoranalogystory

How do you create videos like these? Because the clock strikes twelve.

On the floor, the Lakers have a chance to tie or take the lead here in the final minute. You may see some impressive AI videos online,

but the actual creator never shares what prompts were actually used And it's a great ball from shore.

To create that video, aka their gatekeeping. Well, today, that ends because I'm gonna show you how to instantly reverse engineer any AI video that you see.

So think I should go in, Eric? Not without me.

And make sure you hit the subscribe button because this is only the beginning. In future videos, I'll show you how to do this using Gemini gems, custom GPTs, or clawed projects.

But today, let's start here. I'll first show you the easiest way. It's actually common sense, but many people don't actually know that you can do this.

While others of you may say, yes, I've been knowing this for a long time. Nothing new to me. And that's okay too.

Because after I show you this very simple trick, I'll then give you an incredible prompt generator. One that you can use over and over again as a meta system prompt for any video you want to reverse engineer. Okay.

So to start, I first said I want to reverse engineer this video right here. You could see it.

Here it is on your screen. Now this was made in c dance two. Again, it does a great job with multi shot generated videos, all within just one single prompt.

So for example, I'm on x right now, and I went ahead and expanded this video to take up the full screen. Let's say for an example, we have another video that we like. Say something like this.

So if you can't actually download the video by right clicking on it, what I would recommend is just on your computer, go ahead and take a screen recording of it. And so that's how you're able to actually get the video that you want to reverse engineer and duplicate. So what I did was I said, I wanna reverse engineer this one that you see right here.

Okay? Take the actual screen recording or download the actual video. So now all you have to do, and again, this is the easiest most common sense way is come over here in the chat GPT.

Go ahead and paste this in right here. This video was made in c dance two. Give me a prompt that can recreate it.

I mean, that's pretty embarrassingly simple and common sense. Right? You'd be surprised though how many people don't know you can actually do this.

But again, this is just one easy way. I'll next show you this incredible prompt generator that will do it even better, but not only that, then give you a v two ten x upgraded version. I'm a prompt generator.

So now what you would do is take the video and now just simply drop it right here directly in the chat. Go ahead and now submit it. There it is.

We now instantly get the actual prompt that was used to generate this. Now look how amazing this actually is.

It even breaks it down with the scenes. Scenes one through five, five different multi shot scenes. You can see the prompt is pretty long comparable to the original one, and then I get the style camera lighting audio even.

Okay. So now what I'll do is come over here into a tool. Right now, I'm gonna be in Magnific aka FreePic.

Now with that same exact prompt, here is the prompt over here again in chat GPT. Copy the whole thing like that. In Magnific, I went ahead and pasted it in over here on the left hand side.

All you have to do is select a tool to where you have c dance two available. There it is right there. The only thing different I changed was I just went ahead and added my specific character.

My AI character right here. I tagged her and now we're gonna go ahead and generate this one. Okay.

And so now check this out. Here's our video. Now this one's only ten seconds.

The original one was fifteen, but nonetheless, look how good this actually turned out.

So I was definitely successful in reverse engineering that prompt. And now when you look at the two videos side by side, you could see it did a pretty good job. So that's the easy basic way.

Honestly, pretty common sense even though some people didn't know you could do that. But now let me show you this amazing prompt generator that's gonna instantly create the prompt that you should use, but then provide you with a version two, an upgraded version.

Ready for the best prompts? Okay. So we're gonna head over here into my new AI video engine database.

Now this database is available via the everything bundle. I have been adding hundreds of prompts to these databases almost every single week. If you don't have the everything bundle yet, I'll drop a discount code in the description below.

That way you can get a good percentage off. You gotta get this. Now, these prompt generators are system prompts aka prompts that generate prompts or prompt engineers.

Go ahead and open up the whole thing just like this. There it is. There is the full entire prompt.

Go ahead and copy the whole thing just like that. And now one thing I will mention is that any prompts I share in these videos are always available 100% free via the links in the description, which will take you to my blog pages right here.

Every single blog post contains tons of prompts and prompt generators. So for this one I'm sharing today specifically, I'll include this in the c dance prompt generators post right here. There are gonna be a ton of different prompts in these drop down boxes that you could use over and over again.

And you can see as far as the prompt generators, we are gonna have hundreds of these prompt generators. Tons of these specifically, giving you anything from viral video engines.

So now the first thing we'll do is go over into chat g p t and paste in the full prompt just like this. Now with long text, it's gonna display as an attachment. You can also select show in text field, and now that way you can make sure you have the whole entire thing in here.

Now once it's all in there, just select that send prompt button just like that. And now right away, the first thing you'll be asked is upload the video that you want analyzed. So the video I'm gonna go ahead and upload is gonna be this one right here.

And Stowe must end the save on that same goat from the NBA. And so now that is exactly what I did.

There it is. I uploaded the video right here. There is the full file.

Okay? And now instantly, it's gonna give me the full video analysis, which will be incredibly helpful because ultimately, you want the prompt, but now this time, you're gonna get a ton of keywords you can use for yourself for new and future AI video prompts.

Look at this. Scroll down, and once you go through all these meta tags and tokens, different camera shots that are gonna be so helpful for you to use in the future, even if you don't wanna duplicate this sort of a video, you could just copy and paste any of these and use them in future videos.

But as we scroll all the way down, we're now gonna get the full prompt. There it is. Right here.

Now go ahead and hit copy. Okay. So after pasting in that prompt, look at the video I just got now.

Incredible. Now when you look at the two side by side, you could see it did a pretty good job reverse engineering this. But now let's test out the version two upgraded version.

Okay. So now back in chat GPT. This is gonna be the important question right down here below at the bottom.

Simply, would you like a v two cinematic upgrade with more advanced Hollywood level camera directions, stronger realism, motion design, and basically more advanced cinematography.

Now all you have to say is simply yes. And just like that, look. I now get the v two cinematic upgraded prompt.

It's gonna take these videos, the original one and the one I just created, and hopefully make it even better with a version two cinematic version style. Let's go ahead and copy this one right here.

Okay. And now I'll use Higgs Field AI for this one. There is the full prompt on the left hand side pasted in.

Now again, what I'll do now is I actually added my specific character as well. That way I can tag her. So on the left hand side, let's see where it says woman.

I'll just change up the hair color from brunette to blonde like that. Okay. Blonde woman.

Now, I'll tag my specific character who is in there. That way, I'm guaranteed to get this image that's up here uploaded. Now, let's go ahead and generate this one.

And now just like that, look at this. Here is an upgraded version. The v two upgrade, in my opinion, it really is.

This turned out fantastic. And remember, check the links in the description for this prompt generator.

But if you like this video, please remember hit that subscribe button. I'll see you next time.

How to wear a bruise like a silk coat when the world gets We're not in Texas anymore.

The Hook

The bait, then the rug-pull.

The gatekeeping ends today. MetricsMule opens by playing the viral AI videos everyone is seeing then pivots hard: those creators never share the prompts. Two methods follow, one embarrassingly simple, one a full meta system that returns a V2 cinematic upgrade on command.

Frameworks

Named ideas worth stealing.

04:14model

Meta System Prompt

A system prompt that takes any video as input and returns: multi-scene breakdown, style tokens, camera language, and a V2 cinematic upgrade. Reusable across any video.

Steal forPackage as an AI video research tool for MCN+ - paste any competitor video, get a recreation brief

07:10concept

V2 Cinematic Upgrade Loop

After getting the base recreation prompt, type yes to a follow-up question in the same ChatGPT thread to receive a Hollywood-grade rewrite with advanced camera directions.

Steal forUse this two-tap escalation pattern in any AI workflow

00:00concept