Why do some TikToks go viral while similar ones flop? We built TrendScope to answer that with data.

Been obsessing over this question for months — why does THIS video blow up but not that one? They have similar hooks, same niche, even the same sound.

So we built TrendScope to crack the viral code with data: So we built TrendScope to crack the viral code with data:

🎬 Paste any TikTok link 🎬 Paste any TikTok link

🔍 Get hook extraction, scene rhythm, ASR (speech-to-text), OCR (text overlays), and a viral score 🔍 Get hook extraction, scene rhythm, ASR (speech-to-text), OCR (text overlays), and a viral score

⏱️ Done in under 2 minutes ⏱️ Done in under 2 minutes

We analyzed 3 very different viral videos — a text-hook short (8s), a fast-cut doctor's clip (12s), and a news-style long-form (15s). Each had completely different structural patterns. We analyzed 3 very different viral videos — a text-hook short (8s), a fast-cut doctor's clip (12s), and a news-style long-form (15s). Each had completely different structural patterns.

Questions for the community:

1. What TikTok analysis features would actually change how YOU create content? 1. What TikTok analysis features would actually change how YOU create content?

2. Is "viral score" useful, or just gimmicky? Would you trust a number over your own gut? 2. Is "viral score" useful, or just gimmicky? Would you trust a number over your own gut?

3. Would you pay for this? What's the price point that feels fair? 3. Would you pay for this? What's the price point that feels fair?