YouTube Outlier Finder: Breakout Videos vs Channel Median

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.

YouTube Viral Video Finder – Outlier & Trend Radar

lofomachines/youtube-viral-outlier-finder

Find the videos that massively outperform their own channel's baseline in any niche. Outlier scores, view velocity, channel context and title patterns — no account, no API key.

YouTube Outlier Video Finder - Breakout Video Ideas

seemuapps/youtube-outlier-video-finder

Find YouTube videos that got 3x, 10x or 50x more views than their channel usually gets - outlier score, median views and subscribers for any niche.

YouTube Scraper – Videos, Channels, Comments & Search

pear_fight/youtube-scraper

Fast YouTube scraper for videos, channels, playlists, comments & search results. Extract views, likes, comment text, subscriber counts, upload dates, durations & video URLs — no API key or login. Export to JSON, CSV or Excel. Pay only per result.

YouTube Channel & Shorts Scraper | Viral Videos, Views/Hour

tactful_anvil/youtube-channel-shorts-scraper

YouTube scraper for channel videos, YouTube Shorts, live streams, playlists & search (length, date, 4K/subtitle & country filters). Every video with views, views/hour, outlier score vs its channel and duration; details add likes, comments, Most Replayed heatmap. No API key. $1 per 1,000 videos.

YouTube Trending Videos/Shorts Scraper 📺

easyapi/youtube-trending-videos-shorts-scraper

Extract trending videos, shorts and recently trending videos from YouTube's trending page. Get comprehensive video data including titles, views, channels, thumbnails, and more. Perfect for content analysis, trend tracking and market research.

YouTube Shorts Scraper (views, likes, channels, search)

scrapemole/youtube-shorts-scraper

Scrape YouTube Shorts from Shorts search and channel Shorts tabs: title, link, views, channel and subscribers, with optional full details (exact views, likes, comment count, publish date, duration, description, tags). No login or API key. Pay only per Short delivered.

Find a channel's breakout videos. Lists every video with views, duration and publish date, then scores each one against the channel's own median: outlier multiplier, views per day and a performance band. Optional exact view counts. No API key, no quota.

YouTube Channel Videos Scraper — Exact Stats & Outliers

foxlabs/youtube-channel-videos-scraper

The videos of any YouTube channel — Videos, Shorts, Live — with unrounded views, likes, publish date and duration, and an outlier score that shows which videos beat the channel's usual. Comment count, description and chapters on request. Only-new mode for monitoring. No login, no API key.

YouTube Channel Scraper | Videos, Shorts and Views

silentflow/youtube-channel-scraper

Extract every video, Short and live stream from any YouTube channel: exact publish date, views, likes, duration, description, tags and category, plus subscribers, total views, country and social links for the channel. No API key, no login. Filter by date for daily monitoring of new uploads.