YouTube2026-04-04·5 min read

Best YouTube Scraping Tools — Free & No-Code (2026)

Compare the best free YouTube scraping tools for extracting playlist data, comments, tags, thumbnails, and subtitles without coding.

Why Scrape YouTube Data?

YouTube is the world's second largest search engine and a massive data source. Marketers, researchers, and content creators scrape YouTube to:

  • Analyze competitor video strategies
  • Research trending topics and keywords
  • Collect comments for sentiment analysis
  • Extract subtitles for content repurposing
  • Download thumbnails for reference
  • Krawly YouTube Tools (Free, No-Code)

    Krawly offers 15+ dedicated YouTube tools — all free, no signup required:

    Playlist Tools

  • Playlist Scraper — Extract all video metadata from any playlist
  • Playlist Thumbnails — Download all thumbnails at once
  • Comment Tools

  • Comments Extractor — Bulk extract comments with author info
  • Comment Sentiment — Analyze positive/negative comment sentiment
  • Tag & SEO Tools

  • Tag Extractor — Reveal hidden video tags
  • Channel Tags — See what tags a channel uses
  • Content Tools

  • Subtitles Extractor — Download auto-generated or manual subtitles
  • Transcript Extractor — Get full video transcripts
  • Thumbnail Downloader — Get thumbnails in all resolutions
  • Analytics Tools

  • Shorts Analyzer — Analyze YouTube Shorts performance
  • Channel Analyzer — Full channel statistics
  • Comparison: Krawly vs Other YouTube Scrapers

    FeatureKrawlyApify YouTube ScraperOctoparse
    PriceFreePaid ($49/mo+)Free trial, then paid
    Signup requiredNoYesYes
    No-codeYesPartialYes
    Comment extractionYesYesYes
    Tag extractionYesYesLimited
    Subtitle extractionYesNoNo
    Playlist bulk exportYesYesLimited
    API accessYes (free tier)Yes (paid)Yes (paid)
    Data export formatsJSON, CSV, ExcelJSONCSV, Excel

    How to Use Krawly's YouTube Scraper

    Example: Extract Playlist Data

    1. Find a YouTube playlist URL (e.g., a competitor's tutorial series)

    2. Go to YouTube Playlist Scraper

    3. Paste the URL and click "Run"

    4. Get structured data: titles, descriptions, video IDs, thumbnail URLs

    5. Export as CSV for spreadsheet analysis

    Example: Extract Video Tags

    1. Find a high-performing video in your niche

    2. Go to YouTube Tag Extractor

    3. Paste the video URL

    4. See all the hidden tags the creator used

    5. Use similar tags in your own videos

    Get Started

    All YouTube tools are free — no signup, no limits for basic use:

    Browse YouTube Tools →

    Try All 170+ Free Tools

    No signup required. Start analyzing websites, scraping data, and more.

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