How we analyze 1000+ viral videos every day at SFOM.AI

Behind every idea SFOM.AI hands you is a pipeline that scans five platforms, scores what's actually rising, and watches the real videos to explain why they worked. Here's how that runs at over a thousand videos a day — and why full video analysis (not just thumbnails) is the part that matters.

Step 1 — Scan five platforms, constantly

A trend you find late is a trend you missed. Our crawlers sweep Instagram, TikTok, YouTube, Threads and X every 30 minutes, pulling fresh posts across every niche so the corpus is never stale.

Step 2 — Score by velocity, not vanity

A video with 5M views that stopped growing is history. A clip going from 20k to 400k in a day is a signal. We track views over time and rank by velocity, so what surfaces is what's rising — the window you can still ride.

Step 3 — Watch the whole video

This is the part most tools skip. A thumbnail can't tell you the hook's timing, the pacing, or why the payoff landed. SFOM.AI runs a full multimodal analysis on the actual video and produces a shot-by-shot breakdown: hook, structure, why it worked, and how to adapt it.

Anyone can rank videos by views. The value is watching all of them and explaining why they won.

The output: a shortlist, not a firehose

All of that collapses into a simple experience for you: 1000+ of the best viral ideas in your niche, ranked and explained, refreshed daily — each one a click away from a script you can shoot. The heavy lifting stays under the hood.