The formula of a viral product on X
This post was written by Leon Abboud
Every single one of these launches exploded on X within hours of posting. And none of them did it by accident.
I spent 15 hours studying what all these launches have in common that led them to go mega viral.
It comes down to three pillars: the copy, the video, and the amplification.
I shared a shorter version of this breakdown yesterday and it clearly struck a nerve. So I’m pinning this expanded version with the full examples, the frameworks, and the behind the scenes strategy that I couldn’t fit into a single post.
PILLAR 1: THE COPY
Every single one of these viral launch posts follows the same copy structure. And the reason why this consistently works is because of one simple phenomenon:
People love novelty.
When they see something novel, they stop, read, and engagement.
The algo sees this as positive signal, and decides to push the post.
That’s why every single one of these launches tend to start with “Introducing”.
Next, step in the copy is in making a grand statement that’ll keep people hooked.
Every single one of these launches leads with a superlative claim.
“The world’s first AI CMO.”
“The first AI business builder.”
“The world’s first SMS/Voice executive AI assistant.”
Notice the pattern. These brands aren’t leading with “a better” or “an improved” of something.
The word is FIRST.
The next element is the CTA.
Every one of these posts ends with an offer too good to say no to.
“Try it now”
“RT + comment ‘Durable’ and we’ll build your business for FREE.”
“RT + comment ‘NOAH’ and I’ll send you the VIP.”
The call to action leads to a specific action with a specific reward.
Free access. Free credits. VIP treatment. Early bird. The CTA is structured as an exchange, not a request.
Added bonus if you can create an engagement mechanic: RT + comment to unlock. This is a viral loop baked directly into the post itself.
I ran this exact playbook for our own launch event at Unfungible. We had over 300 people quote retweeting organically because we built the viral loop into the registration flow.
People went to the landing page, registered, and were then offered a bonus (access to a private training) if they quote retweeted the announcement.
The result was over 500,000+ cumulative impressions and 2,000+ signups with $0 in ad spend.
One thing I learned the hard way: we originally asked people to screenshot and post. But that didn’t feed the original post to boost it.
The moment we switched the CTA to “quote retweet the announcement post,” the post gained insane momentum.
So the copy formula is:
Lead with novelty. Position as first, only, or best.
Make a claim that feels impossible to ignore.
End with a CTA that offers something genuinely valuable for free.
Optional: build a viral loop into the engagement mechanic (RT + comment to unlock a benefit delivered via DM).
PILLAR 2: THE VIDEO
Every single one of these launches has a video attached.
The ideal length across all these viral launches sits between 60 and 120 seconds, which is short enough that people don’t scroll past. Long enough to tell a complete story.
Every video starts the same way: a face, shot in high definition, looking directly into the camera.
Across every experiment on what gets the highest scroll stopper, a face has always outcompeted everything else.
The video typically starts with a bold hook, often repeating the statement made in the caption.
And then there’s the pacing. The best performing launch videos have a visual change every three seconds. A cut. A screen transition. A new angle. A product demo.
Every visual change resets the viewer’s attention clock. Their brain treats it as new information and re-engages. Three seconds of the same frame and the thumb starts moving toward that scroll.
When it comes to narrative structure, each video seems to be following their own narrative.
One simple structure I default to in my content is that of the StoryBrand.
Here’s what the Storybrand Framework looks like:
Problem. Start with the pain. “You’re drowning in busywork.” “Your marketing team can’t keep up.” “You’re spending 80% of your time on tasks that don’t move the needle.”
Frustration. Twist the knife. Show that the current solutions aren’t working. Existing tools are slow. Agencies are expensive. Doing it yourself is burning you out.
Solution introduction. This is where the product enters as a relief. “That’s why we built X.” The product is positioned as the guide, not the hero. The viewer is the hero. The product is what helps them win.
Show how easy it is. Here you have to show the product working. A screen recording of someone entering their website and watching the AI deploy. A demo of the agent completing a task in real time. The viewer needs to see themselves using it. If they can picture it, they can buy it.
How to take action. End with the simplest possible next step and a singular call to action.
This is the framework. Problem, frustration, solution, ease, action. 60 to 120 seconds. Face on camera. Visual change every three seconds. If you nail this structure, your video becomes the vehicle that carries the copy into virality.
PILLAR 3: THE AMPLIFICATION
Every mega viral launch you see on X has an influencer amplification layer running underneath it. And the ones that do it well make it look completely organic.
The #1 rule of marketing is that what looks like a paid promotion performs like a paid promotion, and looks like an organic content piece, performs like an organic content piece.
Once the main launch post goes live with the copy and video, a coordinated group of influencers amplifies it using quote retweets. .
The captions these influencers use follow a very specific formula. They’re designed to trigger controversy and get people commenting and reacting.
“Copywriters are cooked.”
“Marketing agencies in disbelief.”
“CMOs watching this like 👀”
PS: If you’re planning on using paid promos, make sure you get your influencers to disclose.
One more thing on amplification. The best campaigns I’ve seen also leverage the screenshots.
Founders will screenshot the QRTs, the engagement numbers, the comment sections, and repost them as social proof. “Look what’s happening.” This feeds the hype flywheel.
THE FORMULA
So here it is. The three-pillar formula behind every mega viral AI launch on X right now:
Copy: Novelty positioning + superlative claim + irresistible free CTA + optional viral loop mechanic.
Video: 60-120 seconds, face on camera, HD, visual change every 3 seconds, StoryBrand narrative arc (problem > frustration > solution > ease > action).
Amplification: Influencer QRT strategy using clickbait viral formats to trigger a narrative on the timeline, designed to look organic, not paid.
If you’re building something and planning a launch, this is the playbook. The founders who are winning right now aren’t just building better products. They’re building better launches.