ViewSleuth analyzes millions of YouTube Shorts to find viral niches by growth velocity, not just view count. Get a Niche Health Score, AI Channel Audits, and a sortable Viral Shorts table ranked by View-to-Subscriber ratio. New: a Growth Guide checklist walks you through YouTube's actual monetization rules, safe content practices, and retention techniques — from your first search to your first payout. Free to try. Pro at $19/mo.

I built ViewSleuth after analyzing 10,000 Shorts. Most aspiring creators waste hours finding niches. This tool does it in 60 seconds. Here's what you get: 🎯 Search any topic → ranked videos & outliers 📊 AI niche scores + channel audits 📈 Growth velocity metrics 💾 Save & export reports

ViewSleuth analyzes millions of YouTube Shorts to help creators find viral niches — then guides you all the way to your first payout, without getting flagged along the way.

🔍 Discovery Engine — search any topic and get instant channel matches ranked by growth velocity, not just subscriber count. "Perfect Channel Matches" surfaces the 3 best opportunities in seconds.

📊 Niche Health Score — every search returns an Opportunity Score, Explosive Rate, and competition breakdown, so you know if a niche is still open or already saturated.

🎯 AI Channel Audits — one-click AI analysis of any channel's growth pattern, explaining why it's working in plain language.

⭐ Viral Shorts Table — sorted by View-to-Subscriber ratio, so you spot outlier videos punching above their subscriber weight.

✅ Channel Growth Guide (new) — an interactive checklist that walks you through setting up your channel correctly, staying inside YouTube's monetization guidelines, keeping viewers watching, and hitting every milestone on the road to your first payout — with progress tracking so you always know what's next.

Most tools stop at "here's a good niche." ViewSleuth stays with you until you're actually earning.

Free to try. Pro at $19/month for unlimited hunts, AI audits, and the full Growth Guide.