How we analyze 1000+ viral videos every day at SFOM.AI
A look under the hood: how SFOM.AI scans five platforms, scores what's rising, and turns raw clips into shot-by-shot breakdowns — at over a thousand videos a day.
SFOM.AI
·6 min read
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.
Key takeaways
- We scan Instagram, TikTok, YouTube, Threads and X every 30 minutes.
- Videos are ranked by velocity (how fast they're gaining), not just totals.
- Every surfaced clip gets a full, shot-by-shot AI breakdown — the whole video, not the cover.
- The output: 1000+ ready-to-adapt ideas, refreshed daily.
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.
See the viral posts in YOUR niche
SFOM.AI watches Instagram, TikTok and YouTube and surfaces the posts beating their own author's median — with an AI breakdown of why each one worked, and a one-click script in your voice. Cancel any time.
Find my viral ideasStep 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.
How does SFOM.AI find viral videos?
It scans Instagram, TikTok, YouTube, Threads and X every 30 minutes, tracks views over time, and ranks clips by velocity (how fast they're gaining) so rising formats surface early.
Does SFOM.AI analyze the full video or just the thumbnail?
The full video. Every surfaced clip gets a shot-by-shot multimodal breakdown — hook, structure, why it worked, how to adapt — not a guess from the cover frame.
How many videos does SFOM.AI process?
Over a thousand a day across five platforms, refreshing 1000+ ready-to-adapt viral ideas for creators daily.
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