Handler : Spy the outlier TikToks. Dupe the winners for your app.

Every app founder can ship fast but has no idea what to post on TikTok. So they doomscroll for hours or burn $25-$200 per UGC video hoping something sticks. Handler fixes the "what do I post" problem. It scans TikTok for the outlier videos already going viral in your niche - scored not by raw views but by Outlier score and Pull Score). Then it hands you a shoot-ready dupe kit: hook, script, and direction to remake the winning pattern for your app. Built by the team behind Flamme (acquired) 🔥

Hey Product Hunt! 👋 I'm An. My last app, Flamme, hit 200K+ users and 50M+ organic TikTok views with zero paid spend - but the way we got there nearly killed the company. We scrolled TikTok 4 hours a day, ran 20+ accounts, and tracked every post in an ugly spreadsheet to reverse-engineer what actually goes viral. Handler is that whole system, automated. It finds the TikToks already outperforming in your niche - not by raw views, but by how far a video beat that account's own baseline - explains why it worked, and hands you a ready-to-shoot dupe kit. 🎟️ PH exclusive: we normally onboard off a waitlist, but anyone here skips the line. Use PHHANDLER at gethandler.ai for instant access + your first week free. This week only 🔥🚀

Reverse-engineering what makes an outlier TikTok work (instead of just tracking generic trending sounds) is a smarter angle than most social tools take. How does it define "outlier" — is it purely engagement-rate based, or does it factor in account size too?