YouTube Channel Outlier Finder

Convert YouTube handles (@name), usernames, or any channel URL into the canonical channel ID (UC…) — plus channel title and subscriber count. Batch input, clean JSON out, failed lookups never charged. No API key, no quota.

Get the featured & recommended channels a YouTube creator endorses on their Channels tab. Input a channel ID, get clean deduped channel IDs — ideal for niche mapping, competitor discovery, and influencer research. No API key, no quota; residential proxy handled automatically.

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.

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.

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.

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.

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 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 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.

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.