YouTube Outlier Videos Finder - AI Video Research & Scraper

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.

Scrape any YouTube channel: subscriber count, channel info, and every video with views, duration, and thumbnails. Optional detailed mode adds upload date, likes, comment counts, tags, category, and full descriptions. Batch multiple channels, no browser. Pay per video.

⚡ Fast YouTube Channel Scraper

data_minds/fast-youtube-channel-scraper

Fast YouTube Channel Scraper: extract Videos, Shorts & Live from any channel URL or @handle — exact views, likes, comments, tags, category, transcripts, engagement rate & outlier score. No YouTube API key or quota. Bulk scrape into a clean Apify dataset.

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 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.

ViewStats.com YouTube Scraper for analytics and metrics data

deltaspider/viewstats-scraper

A high-performance web scraper for extracting comprehensive YouTube creator analytics from ViewStats.com

YouTube Scraper: Attention Queue, Breakout Detection

ryanclinton/youtube-scraper

Scrapes YouTube channels, videos, playlists and search. Breakout detection, momentum scoring, attention routing, watchlist deltas. Drop-in from streamers/youtube-scraper. 60% cheaper. $2/1k records.

YouTube Transcript Scraper API - Captions and Subtitles

neverempty/youtube-transcript-reliable

For RAG pipelines, LLM training and content repurposing: transcripts of public YouTube videos - manual and auto-generated captions - as clean text or timestamped lines. When one fails you are told which failure it was: private video, no captions, or blocked. 14 of 15 gave 83,647 characters in 48.7s.

Skool Community Scraper

rigelbytes/skool-scraper

Scrape Skool communities from discovery search and category filters. Extract listing data plus optional about-page details, owner, reviews, top members, classroom, and calendar.

YouTube Shorts Scraper - Growth & Audience Insights

trakk/youtube-shorts-scraper

Scrape YouTube Shorts from channels and keyword searches. Get video metrics, available transcripts, comments, replies and optional author avatars. Track growth across runs and discover audience questions, product requests and content ideas backed by real comments.

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.