Last week my system flagged a reel from an account whose average video does eleven views an hour.
This one was doing 276,000 views. A 198x breakout. The account owner probably didn't even understand what happened. My machine logged it, broke down why it worked, and filed it in a library before most of the internet had seen it.
That's not luck. That's surveillance. The polite kind.
The problem with "what should we post?"
Every founder meeting has this moment. Someone opens a content calendar, everyone stares at it, and a very expensive guessing game begins. Should we do a trend? A talking head? Something with the product?
Guessing is how most brand content gets made, and it shows. You're betting production money on a hunch, and the algorithm grades your hunch in public.
I got tired of gambling. So I built what I call the Viral Hijack Engine.
How the machine works
The engine watches a roster of accounts in the niches my clients play in. For every account, it knows the median views-per-hour across the last twelve reels. That's the baseline, the account's normal.
Then it watches for violence.
When a fresh reel starts pulling 3x or more above that account's median in its first 48 hours, and it's still under a million views, the engine flags it. Still under a million matters: it means the format is exploding but not yet exhausted. There's still room to ride it.
Every flag gets dissected. Hook structure, pacing, the first four seconds, the caption mechanic, why this one escaped gravity. Then it goes into a launch bank of proven winners, sorted by mechanic, waiting for the right client brief.
I don't ask what might work. I ask what is working, as of this morning, with numbers attached.
Some recent catches: a reel at 241x its account's normal velocity, built on plain stat cards. Another at 5.9M views, riding a comment-gate mechanic. The 198x breakout from the eleven-views-an-hour account. Each one is a free masterclass that the algorithm already graded.
Why "hijack" and not "copy"
Let me be precise, because the word matters. Hijacking a format is not stealing content.
A format is a vehicle: the hook structure, the pacing, the visual mechanic. The vehicle is proven; my client's story gets in and drives. The fitness-transformation format became the business-progress format. The stat-card format becomes a client's monthly receipts. Same physics, different passenger.
Trends die in days, which is exactly why guessing is so expensive. By the time a format is on your feed, it's often already old. The engine's whole edge is the 48-hour window: catch the breakout while it's breaking, adapt it while the physics still apply.
Why your brand should care
Here's the math your agency won't show you. If content is guesswork, your hit rate is whatever the algorithm feels like. If every piece starts from a format with a measured, recent, multi-hundred-x breakout behind it, your floor rises. Not every adaptation explodes. But none of them start from zero.
That's the difference between posting and operating. A brand that posts is hoping. A brand that operates has a baseline, a watchlist, and a library of proven physics it can deploy on demand.
The algorithm publishes its answer key every single day. Most brands never check it. I built a machine so my clients never have to.
I write more of these in Hyperthoughts: culture, AI, craft, and the future of the work. From Dubai.
Abhileen Singh Saluja · That Hyperactive Sardar. Find me: Website · Instagram @abhileen.ai · LinkedIn · Reach out