Alternatives
Products that do what ViralSight does
Know if your content will go viral — before you post
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AI creator intelligence for YouTube, TikTok & Reels
5d ago · viralhookanalyzer.com
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Hey HN, We analyzed 4,010,957 Hacker News submissions to find what actually makes posts perform well. Key findings: - 93.2% of posts never hit 50 points - Top 1% starts at 270 points - Certain keywords boost engagement by 1000%+ Built a free tool that scores your launch title and predicts viral potential: [link] The entire 4M post dataset is available as a single 700MB .mv2 file if you want to run your own analysis.
Dec 2025 · hn-ph.vercel.app
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AI script generator for viral TikToks, Reels & Shorts
Jul 2026 · play.google.com
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Scroll-stopping hooks & scripts for Shorts & TikTok
Jun 2026 · viralhook-ai-hook-ge-bp4i.bolt.host
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Paste your caption-get a brutal AI score before you hit post
Mar 2026 · socialmoka.com
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Hey HN community, I built a tool that helps optimize your post for hitting the first page of Show HN. How it works: I used a Hugging Face dataset of all Hacker News posts from the past 3 years and trained a model that predicts how successful your post might be. There's still a lot of randomness on HN, so nothing is guaranteed, but the tool helps optimize your post for higher odds. A couple of interesting findings: - GitHub repo links work x3 better than regular domains - Open-source tools have a steady virality rate (13.9% - one of the highest) - "I built" outperforms "We built" - Using…
May 2026 · wannalaunch.com
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See exactly why your TikTok is working (or isn't)
Jul 2026 · go-viral-tiktok.vercel.app
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Know if a creator is brand-safe before you spend a dollar
Jul 2026 · oriane.xyz
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