YouTube Viral Video Finder – Outlier & Trend Radar

YouTube Outlier Finder — Viral Videos on Small Channels

datascoutlab/youtube-outlier-finder

Spot YouTube videos going viral on small channels — the earliest signal a topic is taking off. Get a ranked list of breakouts with outlier score, channel size & baseline views. Perfect for content ideas, niche research & trend discovery. No API key. Creators pay $30+/mo for tools like this.

Find a channel's outlier videos — recent uploads scored against the channel's own median views. See instantly which videos overperformed (2x, 10x, 50x baseline) for content research, title & thumbnail studies, and trend hunting. No API key, no quota.

Youtube Shorts Scraper

scrapers-hub/youtube-shorts-scraper

YouTube Shorts scraper to extract Shorts videos, titles, views, and metadata from YouTube 📊🎥 Ideal for content research, trend analysis, and creator insights. Fast, accurate, and scalable scraping.

Viral Video Finder Scraper Scrape any YouTube channel to find viral videos. This tool automatically calculates baseline averages, extracts views and URLs, and uses AI to generate actionable content strategies based on outlier multipliers. Perfect for competitor analysis and YouTube topic research.

YouTube Shorts Scraper & Viral Trend Finder

star_vessel/cross-platform-viral-scraper

High-speed YouTube Shorts scraper to find viral trends and hooks.

Tiktok Viral Challenge Finder

badruddeen/tiktok-viral-challenge-finder

Find related TikTok videos using any public video URL. Simply provide a TikTok video link to uncover recommended videos and creators from TikTok’s discovery feed. Ideal for content discovery, niche exploration, and competitor research.

TikTok Scraper — Breakouts, Creator Momentum & Sound Trends

ryanclinton/tiktok-scraper

TikTok Scraper with an attention layer: get ranked breakout videos, creator momentum, and trending TikTok sounds instead of rows. Works as a TikTok hashtag scraper, profile scraper, or sound tracker. Drop-in migration from clockworks/tiktok-scraper.

TikTok Trends Scraper [NO COOKIES] ✅

unseenuser/TikTok-Search-Scraper

Scrape what's trending on TikTok by country: hashtags, sounds, creators, and users. No TikTok account, API key, or login. Built for content strategists, e-commerce brands, and trend researchers who need to spot trends before they peak. Export JSON, CSV, Excel.

Youtube Video Finder

coregent/youtube-video-finder

Fast YouTube video discovery tool optimized for speed and minimal data extraction. Extract 10 essential discovery fields to quickly identify relevant videos for deeper analysis. No residential proxy required.

YouTube Comments Scraper

igview-owner/youtube-comment-finder

Extract and scrape YouTube video comments with advanced filtering. Get comment text, author details, likes, replies, timestamps, and verified badges. Supports pagination, sorting by newest/top, and bulk extraction from multiple videos.