X-Raying Viral Content

March 17, 2026

I've been thinking about a gap that nobody seems to be filling.

Every day, millions of people save Instagram Reels. They tap that little bookmark icon and think "I should make something like this for my business." Then they never do. The Reel sits in a graveyard of saved posts alongside 400 others, and the moment of inspiration is gone forever.

The problem isn't creativity. It's the translation layer. Going from "this is fire" to "here's exactly what I need to film, say, and overlay" is a massive leap. Most people can't articulate why a video works, let alone reverse-engineer it into a production plan for their own brand.

So I started experimenting.

I fed a 10-second meme Reel to an AI model -- not to summarize it, but to dissect it. Shot by shot. What's the hook mechanism? Where do the text overlays land? What's the audio doing underneath? Why does the punchline hit at second seven and not second four?

The results were kind of unsettling. The AI nailed things I wouldn't have caught on my own. It identified the meme format, broke down the comedic structure, mapped the timing of every visual transition, and then -- this is the part that got me -- generated three completely different variations tailored to a specific niche. Scene by scene. With shot types, text suggestions, and audio direction.

Total cost of that analysis: less than half a penny.

I ran a second test on a 41-second travel Reel. Twenty-plus shots. The AI cataloged every single one -- POV, selfie, wide aerial, cockpit, over-shoulder -- and explained why the sequence created an emotional arc from curiosity to awe.

I'm not building another analytics dashboard. Nobody needs more graphs about engagement rates. What I'm building is closer to a creative brief machine. You show it what inspired you, tell it who you are, and it hands you a plan you can actually execute.

The gap between "I saved this Reel" and "I'm sitting down to film" is where most content ideas go to die. I think I found a way to bridge it.

More soon.