YouTube Playlist Scraper

YouTube Playlist Scraper: 100% Free Zero-API-Key Playlist & Catalog Extraction Engine

YouTube Playlist Scraper is a high-speed professional automation tool that extracts complete video catalogs, video runtimes, high-resolution thumbnails, and curator metadata from any YouTube playlist—with zero Google Cloud API keys, no developer console setup, no daily quota bottlenecks, and native 2026 InnerTube dual-schema resilience.

Extract complete course playlists, music charts, video podcasts, channel release feeds, and custom user compilations into clean spreadsheets, interactive visual cards, or downloadable Excel, CSV, and JSON formats. Features built-in duration math, aggregate statistics, multi-client bot bypass, and flat or grouped output modes.

📑 Quick Navigation Table of Contents

• ⚡ Why Choose This Scraper Over the Official API?
• 🎯 Who Is This For? (Popular Use Cases)
• 🚀 Top Features & What Data You Get
• 🛡️ 2026 InnerTube Protocol & Dual-Schema Engine
• 📊 Flat Rows vs. Grouped Nested Dossier Output Modes
• ⚙️ How to Configure Your Job (Step-by-Step)
• 📥 Supported Link & Playlist Formats
• 📋 Complete 42-Field Data Contract
• 💡 Real Production Data Examples
• 🤝 Companion Tools & Ecosystem Pairing
• ❓ Frequently Asked Questions (FAQ)

⚡ Why Choose This Scraper Over the Official API?

🎯 Who Is This For? (Popular Use Cases)

• Online Course Students & Educators: Export full programming bootcamps, university lectures, and tutorial playlists into structured Excel spreadsheets with exact lesson runtimes and indices.
• Music Industry & Playlist Curators: Archive Billboard charts, Spotify-to-YouTube conversions, and DJ mixes with track titles, uploader handles, high-res covers, and view counts.
• AI & LLM Training Researchers: Build massive domain-specific video and transcript catalogs by crawling curated playlists on science, law, medicine, or coding.
• Media Archivists & Downloader Pipelines: Extract batch video queues to feed directly into downloader tools for offline preservation.
• Competitor Intelligence & Video Marketers: Benchmark competitor release cadences, playlist views, average video durations, and catalog availability over time.

🚀 Top Features & What Data You Get

1. 100% Free & Zero Google Cloud API Keys

Run out of the box with zero Google Cloud console configuration, zero OAuth setup, and zero quota restrictions. Connects directly to YouTube's modern InnerTube backend (/youtubei/v1/browse).

2. Dual-Schema Architecture (lockupViewModel & playlistVideoRenderer)

Engineered with native support for modern 2024–2026 Server-Driven UI (SDUI) view models (lockupViewModel and shortsLockupViewModel) alongside classic playlistVideoRenderer. Guarantees zero missed videos across YouTube A/B tests.

3. Infinite Continuation Pagination

Recursively resolves modern continuationItemViewModel and classic continuationItemRenderer tokens across large catalogs (1,000+ items) without infinite loops or unnecessary secondary endpoint requests.

4. Custom Runtime Math & Aggregate Stats

• Total Duration Seconds: Precise sum of every video runtime (e.g. 14250).
• Human-Readable Total Runtime: Formatted output (e.g. "3 hours, 57 minutes").
• Average Video Duration: Mathematical average duration in seconds.
• Availability Breakdown: Counts available vs. private/deleted videos.

5. Multi-Creator & Collaborator Discovery

Inspects modern avatarStackViewModel in video metadata to detect collaborative playlist uploads, surfacing co-creator channel names alongside primary uploaders.

6. Algorithmic Recommendation Filter

YouTube frequently appends suggested/recommended videos at the bottom of public playlists (style: "PLAYLIST_VIDEO_RENDERER_STYLE_RECOMMENDED_VIDEO"). Our scraper detects and eliminates these non-playlist entries to guarantee 100% clean data.

7. Auto-Activating Visual Cards View with Video Thumbnails

BrowserMesh's UI sniffer automatically detects video_thumbnail_url and activates an interactive visual Cards View! Hover over video thumbnails for instant preview or click for full-screen lightbox inspection.

🛡️ 2026 InnerTube Protocol & Dual-Schema Engine

When querying playlists via YouTube's internal REST backend (/youtubei/v1/browse), YouTube returns decoupled Server-Driven UI (SDUI) component view models.

Our plugin implements a battle-tested multi-tiered architecture:

1. Initial Browse Call: Submits POST https://www.youtube.com/youtubei/v1/browse with { browseId: "VL" + playlistId } and client context.
2. Modern View Model Extraction: Extracts video ID (contentId), title, channel name, duration badges, and high-res thumbnail arrays from lockupViewModel.
3. Legacy Schema Fallback: Seamlessly parses classic playlistVideoRenderer (and reelItemRenderer for vertical Shorts).
4. Continuation Pagination: Discovers continuation tokens and requests POST /youtubei/v1/browse with { continuation: token } (strictly omitting browseId).
5. Multi-Client Waterfall Cascade: If datacenter IP addresses encounter LOGIN_REQUIRED challenges on desktop web (WEB), the scraper automatically cascades to Tier 1b Android App context (clientName: 'ANDROID', clientVersion: '20.42.38'), bypassing bot challenges cleanly without cookies.

📊 Flat Rows vs. Grouped Nested Dossier Output Modes

Configure groupByPlaylist to match your analysis workflow:

Mode A: Grouped Nested Dossier (groupByPlaylist: true, Default)

Yields one comprehensive record per playlist with an embedded videos[] array and aggregate statistics.

• Best For: JSON databases (MongoDB, PostgreSQL JSONB), catalog profiling, automated backups, and LLM context injection.
• Example Record: Playlist metadata + playlist_total_duration_formatted + playlist_average_duration_seconds + videos: [ {...}, {...} ].

Mode B: Flat Rows (groupByPlaylist: false)

Each yielded record represents one individual video with complete parent playlist metadata attached.

• Best For: Excel sorting, CSV export, Google Sheets pivots, filtering by duration, and auto-activating BrowserMesh visual Cards View.
• Example Record: Video #1 with playlist_title, curator_name, video_title, duration_formatted, video_thumbnail_url.

⚙️ How to Configure Your Job (Step-by-Step)

1. YouTube Playlist URL(s) or ID(s) (url): Enter one or more YouTube playlist URLs, video watch URLs containing list=, or bare playlist IDs separated by commas or newlines.
2. Max Videos Per Playlist (maxVideos): Maximum videos to extract per playlist (default: 100). Set to -1 to extract the entire playlist without limits.
3. Group Output by Playlist (groupByPlaylist): Toggle between a single nested JSON record with an embedded videos array (default: true) and flat individual video rows for spreadsheets (false).
4. Reverse Output Order (reverseOrder): When enabled (true), outputs videos from the bottom of the playlist to the top (ideal for chronologically reversed channels).
5. Include Unavailable / Deleted Videos (includeUnavailable): When enabled (true), includes private, unlisted, and deleted video placeholders with status flags (is_playable: false).
6. Keyword / Title Filter (searchQuery): Only extract videos whose title or uploader matches specific keywords (e.g. tutorial, part 1). Leave blank for all videos.

📥 Supported Link & Playlist Formats

The scraper automatically canonicalizes any valid YouTube playlist identifier:

📋 Complete 42-Field Data Contract

When groupByPlaylist: false (flat mode), each record represents one video with complete parent playlist context:

Grouped Record Contract (groupByPlaylist: true, Default Mode)

When groupByPlaylist: true (default), the scraper yields 1 grouped dossier per playlist:

💡 Real Production Data Examples

Example 1: Grouped Record (groupByPlaylist: true, Default Mode)

{
  "playlist_id": "PLnO8uDr9uT6E60fCgVHLuJzXgjBJYvY4W",
  "playlist_title": "Yuvan Shankar Raja hits",
  "playlist_description": "",
  "playlist_url": "https://www.youtube.com/playlist?list=PLnO8uDr9uT6E60fCgVHLuJzXgjBJYvY4W",
  "playlist_video_count": 31,
  "playlist_view_count": 213051,
  "playlist_view_count_text": "213,051 views",
  "playlist_last_updated": "Last updated on Feb 1, 2026",
  "playlist_privacy": "Public",
  "playlist_thumbnail_url": "https://i.ytimg.com/vi/LhrFFOz3ZEA/hqdefault.jpg",
  "playlist_total_duration_seconds": 8662,
  "playlist_total_duration_formatted": "2 hours, 24 minutes",
  "playlist_average_duration_seconds": 279,
  "playlist_available_count": 31,
  "playlist_unavailable_count": 0,
  "curator_name": "Think Music India",
  "curator_handle": "@thinkmusicofficial",
  "curator_channel_id": "UCLbdVvreihwZRL6kwuEUYsA",
  "curator_channel_url": "https://www.youtube.com/channel/UCLbdVvreihwZRL6kwuEUYsA",
  "curator_avatar_url": "https://yt3.ggpht.com/p4TyMutaPSAFZNzFWSGHM0rbT59hPYuAhvMFfpi6uyNJyRLeUG5og5x91rtE6vnb5Vq1TcWT=s176-c-k-c0x00ffffff-no-rj",
  "curator_is_verified": false,
  "videos": [
    {
      "position": 1,
      "video_id": "LhrFFOz3ZEA",
      "video_title": "Iragai Poley Official Video Song | Naan Mahaan Alla | Karthi | Kajal Aggarwal | Yuvan Shankar Raja",
      "video_url": "https://www.youtube.com/watch?v=LhrFFOz3ZEA&list=PLnO8uDr9uT6E60fCgVHLuJzXgjBJYvY4W&index=1",
      "duration_seconds": 296,
      "duration_formatted": "4:56",
      "video_channel_name": "Think Music India",
      "video_channel_handle": "@thinkmusicofficial",
      "video_channel_id": "UCLbdVvreihwZRL6kwuEUYsA",
      "video_channel_url": "https://www.youtube.com/channel/UCLbdVvreihwZRL6kwuEUYsA",
      "video_thumbnail_url": "https://i.ytimg.com/vi/LhrFFOz3ZEA/hqdefault.jpg",
      "video_thumbnail_width": 336,
      "video_thumbnail_height": 188,
      "published_time": "11 years ago",
      "view_count": 21000000,
      "view_count_text": "21M views",
      "is_playable": true,
      "availability_status": "available",
      "unplayable_reason": "",
      "is_short": false,
      "is_live": false,
      "is_premiere": false
    }
  ],
  "status": "ok",
  "error_message": ""
}

Example 2: Flat Record (groupByPlaylist: false)

{
  "playlist_id": "PLnO8uDr9uT6E60fCgVHLuJzXgjBJYvY4W",
  "playlist_title": "Yuvan Shankar Raja hits",
  "playlist_description": "",
  "playlist_url": "https://www.youtube.com/playlist?list=PLnO8uDr9uT6E60fCgVHLuJzXgjBJYvY4W",
  "playlist_video_count": 31,
  "playlist_view_count": 213051,
  "playlist_view_count_text": "213,051 views",
  "playlist_last_updated": "Last updated on Feb 1, 2026",
  "playlist_privacy": "Public",
  "playlist_thumbnail_url": "https://i.ytimg.com/vi/LhrFFOz3ZEA/hqdefault.jpg",
  "playlist_total_duration_seconds": 8662,
  "playlist_total_duration_formatted": "2 hours, 24 minutes",
  "curator_name": "Think Music India",
  "curator_handle": "@thinkmusicofficial",
  "curator_channel_id": "UCLbdVvreihwZRL6kwuEUYsA",
  "curator_channel_url": "https://www.youtube.com/channel/UCLbdVvreihwZRL6kwuEUYsA",
  "curator_avatar_url": "https://yt3.ggpht.com/p4TyMutaPSAFZNzFWSGHM0rbT59hPYuAhvMFfpi6uyNJyRLeUG5og5x91rtE6vnb5Vq1TcWT=s176-c-k-c0x00ffffff-no-rj",
  "curator_is_verified": false,
  "position": 1,
  "video_id": "LhrFFOz3ZEA",
  "video_title": "Iragai Poley Official Video Song | Naan Mahaan Alla | Karthi | Kajal Aggarwal | Yuvan Shankar Raja",
  "video_url": "https://www.youtube.com/watch?v=LhrFFOz3ZEA&list=PLnO8uDr9uT6E60fCgVHLuJzXgjBJYvY4W&index=1",
  "duration_seconds": 296,
  "duration_formatted": "4:56",
  "video_channel_name": "Think Music India",
  "video_channel_handle": "@thinkmusicofficial",
  "video_channel_id": "UCLbdVvreihwZRL6kwuEUYsA",
  "video_channel_url": "https://www.youtube.com/channel/UCLbdVvreihwZRL6kwuEUYsA",
  "video_thumbnail_url": "https://i.ytimg.com/vi/LhrFFOz3ZEA/hqdefault.jpg",
  "video_thumbnail_width": 336,
  "video_thumbnail_height": 188,
  "published_time": "11 years ago",
  "view_count": 21000000,
  "view_count_text": "21M views",
  "is_playable": true,
  "availability_status": "available",
  "unplayable_reason": "",
  "is_short": false,
  "is_live": false,
  "is_premiere": false,
  "status": "ok",
  "error_message": ""
}

🤝 Companion Tools & Ecosystem Pairing

Pair this scraper with other BrowserMesh YouTube intelligence plugins for a complete end-to-end media intelligence pipeline:

• YouTube Video Details Scraper (youtube-video-details-scraper) (Docs): Extract 4K thumbnails, chapters, video descriptions, exact view counts, and video tags.
• YouTube Channel Scraper (youtube-channel-scraper) (Docs): Audit creator profiles, lifetime view totals, exact subscriber counts, and full video back catalogs.
• YouTube Transcript Scraper (youtube-transcript-scraper) (Docs): Extract multi-language closed captions, automated subtitles, and timestamped transcripts.
• YouTube Comments Scraper (youtube-comments-scraper) (Docs): Extract top comments, nested replies, sentiment analysis, and spam detection.
• All-in-One YouTube Downloader (all-in-one-youtube-downloader) (Docs): Download 1080p/4K video files, MP3 audio, and subtitle tracks directly to your local device.
• YouTube Search Results Scraper (youtube-search-results-scraper) (Docs): Mine keyword search results and discover trending playlists.

❓ Frequently Asked Questions (FAQ)

1. Do I need a Google Cloud API key or billing account?

No! This plugin operates 100% free with zero API keys and zero developer console setup. It communicates directly with YouTube's public web and mobile InnerTube endpoints.

2. Can I scrape private or unlisted playlists?

Unlisted playlists can be scraped freely if you possess the direct link. However, playlists explicitly marked as Private by the creator are gated by YouTube and will return a clean structured record with status: 'private_playlist'.

3. How does the scraper handle deleted or privatized videos inside a playlist?

When includeUnavailable: true (default), the scraper records unavailable video placeholders with is_playable: false, availability_status: 'deleted' or 'private', and preserves their playlist position index. Set includeUnavailable: false to filter them out automatically.

4. What happens with large playlists containing hundreds of videos?

The scraper uses recursive continuation token pagination (continuationItemViewModel and continuationItemRenderer) to fetch items in seamless batches directly from YouTube's browse service without infinite loops or redundant API requests, scaling reliably across catalogs of any size.

5. Can I scrape channel upload feeds?

Yes! Enter the creator's uploads playlist ID (which starts with UU, replacing the UC in their channel ID with UU). The scraper will extract their complete video upload catalog.

6. Can I reverse the order of extracted videos?

Yes! Enable reverseOrder: true to output videos from the bottom of the playlist to the top. This is especially useful for courses and historical series uploaded in reverse chronological order.