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pelpeljakob-creator / viral-video-analyzer

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AI驱动的爆款短视频拉片分析工具 - 秒级拆解抖音爆款密码

18
0
69% credibility
Found Apr 08, 2026 at 18 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Python
AI Summary

An open-source web tool that takes a Douyin short video link and delivers AI-powered analysis including transcripts, frame breakdowns, viral factors, and prompts for recreating similar content.

How It Works

1
🔍 Find the video secret decoder

You stumble upon this cool tool that breaks down why short videos go viral on Douyin.

2
💻 Get it ready on your computer

You follow easy instructions to set everything up on your Mac or Linux so it's ready to use.

3
🔗 Paste your video link

Copy the web address of a popular Douyin video and drop it into the simple web page.

4
⏳ Watch it analyze step by step

A progress bar shows it grabbing the video, listening to the words, and studying each picture.

5
📈 See the full breakdown

Get a playable video with likes and views, word-for-word script, frame details, and what makes it explode in popularity.

🎥 Make your own viral videos

Copy the ready-made tips for scenes, scripts, and shooting guides to create hits of your own.

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AI-Generated Review

What is viral-video-analyzer?

This Python-based AI viral video analyzer takes a Douyin short video link and dissects it in seconds: downloads the clip, extracts word-level transcripts, analyzes frames for shot types, camera moves, moods, and generates ready-to-use AI prompts for visuals, copy, and full recreations. It solves the black-box problem of viral videos by delivering a complete breakdown—hook scores, emotional arcs, content formulas, and recreation blueprints—via a clean Next.js frontend with video player and timeline view. Developers get a full-stack app to reverse-engineer what makes videos pop.

Why is it gaining traction?

It stands out with end-to-end automation: real-time SSE progress updates, clickable transcripts that sync to video timestamps, and per-segment breakdowns with frame thumbnails and copy-paste prompts tailored for AI tools like image/video generators. Unlike basic analyzers, it outputs actionable "viral passwords" like pacing insights and audience targets, saving creators hours of manual frame-by-frame review. The local Whisper transcription and FFmpeg processing keep it fast on CPU without cloud dependency for core steps.

Who should use this?

Short video creators and marketers dissecting Douyin/TikTok hits to clone formulas. Aspiring influencers scripting recreations, or agencies benchmarking client campaigns against virals. Python devs building content tools will appreciate the FastAPI backend for quick API extensions.

Verdict

Solid prototype for viral video analysis—strong docs and MIT license make it forkable, but 18 stars and 0.7% credibility score signal early-stage maturity with no tests. Try it for personal experiments; production users should add persistence and error handling first.

(198 words)

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