Launching today

Handler

Launching today

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

6 followers

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

6 followers

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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 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 and go viral 🚀

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Launch tags:Social Media•Artificial Intelligence•Marketing automation

Launch Team / Built With

Viktor.comAn AI coworker that actually does the work

Promoted

OpenAI

OpenAI Day

How did GPT-5.6 change the ambition or scope of what you shipped?

Flamme – The AI Couples App

Maker

Handler's core loop is AI-generated: it turns winning TikTok references into shoot-ready scripts, hooks, and slideshow copy. OpenAI Sol 5.6 power a big part of that generation pipeline, and the jump in reasoning quality is what made the harder version viable - reliably producing viral-pattern content from a messy 10-page playbook of formats and brand rules, at the volume app founders need (hundreds of outputs, not a handful). That reliability is the difference between "a prompt that sometimes works" and a product founders can run daily. It let us ship the full research-to-creation loop instead of just a trend-scanner.

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7h ago

Flamme – The AI Couples App

Maker

📌

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 🔥 - An (@consumerxai), founder of Handler

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1d ago

we do this exact workflow for clients manually right now - scan, benchmark, brief, shoot. seeing it packaged into one tool makes me wonder how customizable the "brand rules" input is.

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4h ago

Flamme – The AI Couples App

Maker

@aashish_srivastava I know right, that's exactly why we built Handler 😎

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3h ago