YouTube Data Extraction API: Videos, Comments, Channels — Structured in One Call
Auto anti-bot bypass, built-in JS rendering, clean JSON output. Cover video details, full comments, channel data, search results, playlists — one API does it all.
No credit card required · Trusted by 20,000+ customers
Pass any YouTube page URL, auto-detect the page type, extract structured fields, and return clean JSON. No HTML parsing, no pagination handling.
Full YouTube Data Type Coverage
From videos to channels, comments to search — one API covers all public YouTube data.
Video Details
Scrape individual video full info. Fields: title, description, channel, publish_date, duration, views, likes, comments_count, tags, category, thumbnail_url, video_url (MP4), subtitles/CC, language.
- Content Analysis
- Trend Tracking
- AI Training Corpus
Video Comments
Scrape all comments (with nested replies). Fields: comment_text, author, publish_date, likes, replies_count, is_pinned, reply_list (recursive), language.
- Sentiment Analysis
- Public Opinion Monitoring
- User Insights
Channel Info
Scrape channel homepage full data. Fields: channel_name, handle, subscribers, total_videos, total_views, about, country, created_at, avatar_url, banner_url, links, tags.
- KOL Discovery
- Competitor Analysis
- Channel Profiling
Channel Videos
Scrape all videos under a channel. Fields: video_id, title, thumbnail, publish_date, duration, views, status (live/regular/upcoming).
- Content Strategy Analysis
- Update Cadence Tracking
Every field designed for AI training & business analysis
| Category | Fields | AI / Business use |
|---|---|---|
| Video Basics | video_id / title / description / channel_name / publish_date / duration / language / category | Text classification, content recommendation |
| Engagement | views / likes / comments_count / shares / engagement_rate | Popularity prediction, influence assessment |
| Comments | comment_text / author / date / likes / replies_count / is_pinned / nested_replies | Sentiment analysis, user insights, SFT training |
Different teams, one YouTube API
Based on the 504 YouTube video demand analysis, here are the top 6 scenarios the market cares about most.
AI / LLM Companies
- 1.Collect video descriptions + subtitles + comments for multilingual pre-training corpus.
- 2.Video screenshots + description pairs for multi-modal model training.
- 3.Comment + reply pairs for SFT instruction fine-tuning datasets.
Sentiment Monitoring
- 1.Monitor sentiment trends in brand-related video comments.
- 2.Track spread velocity and comment trends of negative videos.
- 3.Compare brand voice volume on YouTube vs competitors.
MCN / Content Marketing
- 1.Analyze competitor channel content strategy: publish frequency, popular video types, title patterns.
- 2.Screen potential KOLs: subscriber growth, engagement rate, content quality.
- 3.Collect trending content for creative reference.
Quant / Finance
- 1.Track finance YouTuber opinion changes for sentiment factors.
- 2.Monitor view trends of company/product-related videos as market signals.
- 3.Analyze retail investor sentiment in comment sections.
SEO / Digital Marketing
- 1.Keyword search ranking tracking: monitor search result changes for target keywords.
- 2.Video tag analysis: extract tagging strategies of high-ranking videos.
- 3.Competitor video SEO benchmarking.
Academic Research
- 1.Collect video data at scale for communication research.
- 2.Analyze cross-cultural differences in comment sections.
- 3.Build research datasets for YouTube recommendation systems.
YouTube anti-bot? We got it handled
Based on hands-on experience collecting 5,000+ YouTube data records, we know YouTube's anti-bot inside out. Here are the core challenges we solve.
HTTP 429
- Smart request scheduling + residential proxy pool rotation.
- Low-concurrency mode (4-8 threads) + random delays (0.8-3s).
- Simulating real human browsing behavior.
Bot Detection
- TLS fingerprint spoofing (JA3/JA4) + HTTP/2 fingerprint simulation.
- Browser-level headers + Cookie management.
- Each request uses an independent browser fingerprint.
JS Rendering
- Built-in headless browser rendering, fully executing JavaScript.
- Supports Shadow DOM, Web Components, and modern frontend frameworks.
- Ensures data matches what real users see.
CAPTCHA
- Auto-detect and solve reCAPTCHA / hCaptcha challenges.
- Deep-learning-based CAPTCHA recognition, 99%+ success rate.
- No human intervention needed, fully automated.
IP Blocking / Geo
- 400M+ global residential IP pool, covering 195 countries.
- Auto-detect IP reputation, instantly replace low-reputation IPs.
- Support country/region routing for geo-restricted content.
Continuation Token
- Auto-handle YouTube pagination and Continuation Tokens.
- Comments, search results, channel video lists — auto-paginate until exhausted.
- No manual cursor management needed.
Only pay for what's successfully delivered
No hidden fees, no charges for failures. All plans include anti-bot bypass, JS rendering, and full field extraction.
Flexible testing
Top up anytime
- Rate limit: 10 req/s
- Expert support
Small data projects
Pay $10 · get $15 balance
- Rate limit: 10 req/s
- Expert support
Recurring usage
Pay $50 · get $75 balance
- Rate limit: 25 req/s
- Expert support
Production workflows
Pay $100 · get $150 balance
- Rate limit: 50 req/s
- Priority support
- Optional SLA
Custom data needs
Custom first order offer
- Custom
- Dedicated support
- SLA included
Scrape YouTube data with natural language
Connect to AI assistants like Claude / ChatGPT, or automation platforms like n8n / Make / Zapier.
No-code workflow
- ① Schedule: trigger collection on cron
- ② Scrape + Extract: fetch video / comment data in one step
- ③ Route: push to Sheets / Airtable / Slack / database
Frequently Asked Questions
1,000 free calls, no credit card. Anti-bot bypass, JS rendering, full field extraction — all included from the first request.