YouTube Viral Video Finder – Outlier & Trend Radar

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.

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 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 Channel Scraper for Comments & Transcripts

runtime/youtube-channel-scraper

Scrape YouTube channel videos, comments, transcripts, channel IDs, handles, views, engagement metrics, velocity, quality scores, and outlier signals.

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.

Analyze any public YouTube channel, rank recent videos by real view velocity, and discover trending titles and keywords — no YouTube API key required.

Scrape any YouTube channel and extract video titles, view counts, publish dates, duration and thumbnails. Fast, reliable, no API key required. Works for any public YouTube channel.

List a YouTube channel's videos by @handle or URL. No login, no API key. Fast, structured JSON.

YouTube Channel Feed — views, view velocity, upload cadence

entrogix_works/youtube-channel-feed-scraper

Read YouTube channel feeds and get the latest videos with view counts, likes, view velocity and upload cadence per channel. Uses YouTube's public feed; no login. Unofficial; not affiliated with YouTube or Google.

Pull every upload from any YouTube channel as clean structured rows — video ID, title, watch URL, view count, publish time, duration and thumbnail. Point it at a channel URL, an @handle or a UC... channel ID; powered by YouTube's own InnerTube API, so there's no Data API key and no headless browser.