Stop guessing what goes viral. Start reverse engineering it. Pick 10 viral videos from the legends — MrBeast, Gary V, whoever moves your needle. Don't admire them. Dissect them.

Stop guessing what goes viral. Start reverse engineering it.

Pick 10 viral videos from the legends — MrBeast, Gary V, whoever moves your needle. Don't admire them. Dissect them. Hook timing, cut pacing, caption rhythm, comment-bait placement.

Feed the breakdowns into AI. Have it score each video against the top 500 creators in that lane. What's the pattern only they hit? That's the signal under the noise.

Now reverse engineer the prompt that would produce that pattern. Not the script — the structural prompt. The shape the script has to fit.

Drop that prompt into your pipeline. Generate your next 10 against it. Measure. Refine. Re-feed the winners back into the analysis loop.

It's all just piping. Input → analysis → prompt → output → measurement → better prompt. The legends aren't lucky. They're running this loop, consciously or not.

Stop guessing. The reverse engineering IS the strategy.