This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
ViewSleuth
Find viral YouTube Shorts niches in 60 seconds with AI
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.
About ViewSleuth on Product Hunt
“Find viral YouTube Shorts niches in 60 seconds with AI”
ViewSleuth was submitted on Product Hunt and earned 0 upvotes and 2 comments, placing #58 on the daily leaderboard. 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.
ViewSleuth was featured in SEO (37.9k followers), Artificial Intelligence (473.1k followers) and YouTube (16.9k followers) on Product Hunt. Together, these topics include over 119.1k products, making this a competitive space to launch in.
Who hunted ViewSleuth?
ViewSleuth was hunted by Abideen Bello. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how ViewSleuth stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Abideen Bello