YouTube Outlier Video Finder - Breakout Video Ideas

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 Viral Video & Competitor Analyzer

mfttt11/youtube-data-scraper-pro

Find breakout YouTube videos, compare them against each channel’s normal performance, and export competitor insights, Shorts, views, trends, and public analytics.

Google Trends Scraper — Interest Over Time & Rising Queries

datascoutlab/google-trends-reliable

Get Google Trends data that actually arrives: interest over time, interest by region, rising related queries for any keyword, country & time range. Built to survive Google's rate limits — no empty datasets, no endless runs, no API key. Clean rows ready for Sheets, dashboards & AI agents.

Extract YouTube video transcripts in bulk — paste video URLs, IDs, or Shorts links and get clean text, timestamped segments, and ready-to-use SRT/VTT subtitle files. No API key, failed videos never charged.

Social Media Content Outlier Finder

rigelbytes/social-media-content-outlier

Find unusually successful organic content across Instagram, TikTok, YouTube, Reddit, and LinkedIn by comparing each piece against creator- or community-specific median baselines.

Telegram Channel Scraper — Messages, Views, Keyword Search

datascoutlab/telegram-channels-scraper

Get messages from any public Telegram channel — text, view counts, dates, media & forwards — plus subscriber stats. Search inside channels by keyword, filter by date for monitoring. No API key, no login, no phone number. Clean rows for Sheets, dashboards & AI agents.

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 Transcript Scraper [NO COOKIES] ✅

unseenuser/Youtube-all-in-one-scraper

Extract videos, channels, comments, and full timestamped transcripts in one tool - without YouTube Data API quota limits. Get metadata, comment threads with reply chains, and transcripts in any available language. Built for AI/RAG engineers, content strategists, and SEO researchers.