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Youtube Shorts Comments Scraper API

The YouTube Shorts Comments Scraper API empowers developers to scrape youtube comments, extract threaded replies, and gather engagement metrics from YouTube Shorts effortlessly. Our youtube scraper api bypasses rate limits and parsing challenges, delivering structured JSON data for youtube comment scraper python scripts, youtube data scraping projects, and real-time youtube video scraping needs.

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What Can You Build With Youtube Shorts Comments Scraper API Scraper?

Build sentiment analysis tools by scraping youtube comments and replies from Shorts for audience insights. Create engagement trackers using our youtube scraper to monitor likes, views, and metrics across search results. Develop competitive research dashboards with youtube search api data, powering youtube data scraper applications for trend analysis and content optimization.

XCrawl

Instant JSON Responses

Receive structured data from youtube comment scraper endpoints, including comments, authors, and timestamps, ready for Python integration or dataset building.

XCrawl

Scalable Scraping Quotas

Handle high-volume youtube scraping api requests with auto-scaling proxies, perfect for youtube data scraping at enterprise levels without IP blocks.

XCrawl

Async Python SDK

Leverage our youtube scraper python library for concurrent requests, extracting youtube search results and video metadata in seconds.

XCrawl

Real-time Updates

Capture live engagement metrics from youtube shorts api feeds, enabling dynamic dashboards and youtube video scraper automation.

Trusted by Data-Driven Teams Worldwide

Used by teams across analytics, research, monitoring, and growth workflows.

XCrawl

Available Youtube Shorts Comments Scraper API Scrapers

Access the most commonly used Youtube Shorts Comments Scraper API data types — fully structured, consistently formatted, and production-ready.

youtube comment scraper

Extract top-level comments and threaded replies from YouTube Shorts videos with full author details.

Scraping method:
  • comment_text
  • author_name
  • author_channel
  • likes_count
  • replies_count
  • timestamp
  • is_pinned
  • parent_id

scrape youtube comments

Pull all visible comments including sentiment indicators and user profiles from specific Shorts.

Scraping method:
  • comment_id
  • text_content
  • user_id
  • like_count
  • reply_count
  • publish_time
  • verified_status

youtube shorts api

Access Shorts-specific comment feeds with video metadata and engagement stats.

Scraping method:
  • shorts_id
  • video_title
  • comment_count
  • total_likes
  • view_count
  • upload_date
  • thumbnail_url

youtube video scraper

Scrape comments alongside video details from YouTube Shorts and long-form content.

Scraping method:
  • video_id
  • title
  • description
  • comment_list
  • duration
  • tags
  • channel_id

scrape youtube search results

Gather comments from top Shorts in search results for keyword-based analysis.

Scraping method:
  • search_query
  • result_position
  • shorts_url
  • top_comments
  • engagement_score
  • publish_date

youtube scraper api

Comprehensive endpoint for bulk youtube data scraping including comments and metrics.

Scraping method:
  • api_request_id
  • status
  • comments_array
  • metrics_summary
  • error_log
  • rate_limit_remaining

Youtube Shorts Comments Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Seamlessly integrate our RESTful youtube scraper api into Python, Node.js, or any backend for automated data extraction.

  • XCrawl
    Python SDK Ready
    Use youtube scraper python wrappers for async calls to scrape youtube comments and search results efficiently.
  • XCrawl
    Node.js Async Support
    Handle concurrent requests with javascript youtube api compatibility for real-time youtube data scraping.
  • XCrawl
    Custom Parameters
    Fine-tune endpoints for youtube shorts api queries with pagination and filters for precise datasets.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Utilize our no-code dashboard to visually select YouTube Shorts, schedule scrapes, and export youtube comment data.

  • XCrawl
    Visual Shorts Selector
    Point-and-click to target specific videos and extract comments without coding.
  • XCrawl
    Automated Scheduling
    Set cron jobs for recurring youtube scraper runs to track comment trends over time.
  • XCrawl
    CSV/JSON Exports
    Download scraped youtube data scraper results directly for analysis in Excel or BI tools.

Code examples

Retrieve Youtube Shorts Comments Scraper API posts and author information in seconds with a simple API call.

Input
Shell
curl -X POST https://xcrawl.com -H "Authorization: YOU_TOKEN" -H "Content-Type: application/json" -d "{\"geo\":\"US\",\"context\":{\"keyword_list\":[{\"keyword\":\"Apple\"}],\"start_page\":1,\"pages\":1},\"source\":\"amazon_search\"}"
Output
Json
{
"result":[
{
"content":{
"url":"https://www.amazon.com/s?k=Apple&page=1"
"page":1
"query":"Apple"
"results":{
"organic":[
{
"pos":1
"url":"https://www.amazon.com/sspa/click?ie=UTF8&spc=MTo1NTU4MDIyNzE4MTQ0NDk1OjE3NjM0NDg1NjM6c3BfYXRmOjMwMDg0MTIyMDE1MTYwMjo6MDo6&url=%2FApple-11-inch-Intelligence-Display-All-Day%2Fdp%2FB0DZ73HCJZ%2Fref%3Dsr_1_1_sspa%3Fdib%3DeyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs%26dib_tag%3Dse%26keywords%3DApple%26qid%3D1763448563%26sr%3D8-1-spons%26sp_csd%3Dd2lkZ2V0TmFtZT1zcF9hdGY%26psc%3D1"
"asin":"B0DZ73HCJZ"
"price":499.99
"title":"SponsoredSponsored You’re seeing this ad based on the product’s relevance to your search query.Leave ad feedback AppleiPad Air 11-inch with M3 chip Built for Apple Intelligence, Liquid Retina Display, 128GB, 12MP Front/Back Camera, Wi-Fi 6E, Touch ID, All-Day Battery Life — Purple"
"rating":4.8
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71b-vc2xzlL._AC_UY218_.jpg"
"best_seller":false
"price_upper":499.99
"is_sponsored":false
"sales_volume":"1K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":599
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":2
"url":"https://www.amazon.com/sspa/click?ie=UTF8&spc=MTo1NTU4MDIyNzE4MTQ0NDk1OjE3NjM0NDg1NjM6c3BfYXRmOjMwMDg0MTI5NzA2MjkwMjo6MDo6&url=%2FApple-Bluetooth-Headphones-Personalized-Effortless%2Fdp%2FB0DGHMNQ5Z%2Fref%3Dsr_1_2_sspa%3Fdib%3DeyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs%26dib_tag%3Dse%26keywords%3DApple%26qid%3D1763448563%26sr%3D8-2-spons%26sp_csd%3Dd2lkZ2V0TmFtZT1zcF9hdGY%26psc%3D1"
"asin":"B0DGHMNQ5Z"
"price":117
"title":"SponsoredSponsored You’re seeing this ad based on the product’s relevance to your search query.Leave ad feedback AppleAirPods 4 Wireless Earbuds, Bluetooth Headphones, Personalized Spatial Audio, Sweat and Water Resistant, USB-C Charging Case, H2 Chip, Up to 30 Hours of Battery Life, Effortless Setup for iPhone"
"rating":4.5
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61iBtxCUabL._AC_UY218_.jpg"
"best_seller":false
"price_upper":117
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":129
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":3
"url":"https://www.amazon.com/Apple-MX542LL-A-AirTag-Pack/dp/B0D54JZTHY/ref=sr_1_3?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-3"
"asin":"B0D54JZTHY"
"price":79.98
"title":"AppleAirTag 4 Pack. Keep Track of and find Your Keys, Wallet, Luggage, Backpack, and More. Simple one-tap Set up with iPhone or iPad"
"rating":4.7
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61bMNCeAUAL._AC_UY218_.jpg"
"best_seller":false
"price_upper":79.98
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":99
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":4
"url":"https://www.amazon.com/Apple-MX532LL-A-AirTag/dp/B0CWXNS552/ref=sr_1_4?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-4"
"asin":"B0CWXNS552"
"price":17.97
"title":"AppleAirTag. Keep Track of and find Your Keys, Wallet, Luggage, Backpack, and More. Simple one-tap Set up with iPhone or iPad"
"rating":4.7
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71rP7f78eFL._AC_UY218_.jpg"
"best_seller":false
"price_upper":17.97
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":29
"shipping_information":"FREE delivery Sun, Nov 23 on $35 of items shipped by AmazonOr fastest delivery Tomorrow, Nov 19"
},
{
"pos":5
"url":"https://www.amazon.com/Apple-iPad-Pro-13-inch-M5/dp/B0FWCXMR3W/ref=sr_1_5?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-5"
"asin":"B0FWCXMR3W"
"price":2499
"title":"AppleiPad Pro 13-inch (M5): Ultra Retina XDR Display, 2TB, 12MP Front/Back Camera, LiDAR Scanner, Wi-Fi 7 with Apple N1 + 5G Cellular with C1X chip, Face ID, All-Day Battery Life — Space Black"
"rating":4.6
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/715V3wbnD6L._AC_UY218_.jpg"
"best_seller":false
"price_upper":2499
"is_sponsored":false
"sales_volume":null
"pricing_count":1
"reviews_count":16
"is_amazons_choice":false
"price_strikethrough":""
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Thu, Nov 20"
},
{
"pos":6
"url":"https://www.amazon.com/Apple-Cancellation-Translation-Headphones-High-Fidelity/dp/B0FQFB8FMG/ref=sr_1_6?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-6"
"asin":"B0FQFB8FMG"
"price":249
"title":"AppleAirPods Pro 3 Wireless Earbuds, Active Noise Cancellation, Live Translation, Heart Rate Sensing, Hearing Aid Feature, Bluetooth Headphones, Spatial Audio, High-Fidelity Sound, USB-C Charging"
"rating":4.4
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61solmQSSlL._AC_UY218_.jpg"
"best_seller":false
"price_upper":249
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":""
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":7
"url":"https://www.amazon.com/Apple-2025-MacBook-13-inch-Laptop/dp/B0DZD9S5GC/ref=sr_1_7?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-7"
"asin":"B0DZD9S5GC"
"price":749.99
"title":"Apple2025 MacBook Air 13-inch Laptop with M4 chip: Built for Apple Intelligence, 13.6-inch Liquid Retina Display, 16GB Unified Memory, 256GB SSD Storage, 12MP Center Stage Camera, Touch ID; Midnight"
"rating":4.8
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71cWZUr9SVL._AC_UY218_.jpg"
"best_seller":false
"price_upper":749.99
"is_sponsored":false
"sales_volume":null
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":999
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":8
"url":"https://www.amazon.com/Apple-Headphones-Cancellation-Transparency-Personalized/dp/B0DGJ7HYG1/ref=sr_1_8?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-8"
"asin":"B0DGJ7HYG1"
"price":148.99
"title":"AppleAirPods 4 Wireless Earbuds, Bluetooth Headphones, with Active Noise Cancellation, Adaptive Audio, Transparency Mode, Personalized Spatial Audio, USB-C Charging Case, Wireless Charging, H2 Chip"
"rating":4.5
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61iBtxCUabL._AC_UY218_.jpg"
"best_seller":false
"price_upper":148.99
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":179
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
],
"amazons_choices":[
],
},
},
},
],
},

How the Youtube Shorts Comments Scraper API Scraper API works?

  • XCrawlIntelligent IP rotation
  • XCrawlAutomatic CAPTCHA recognition
  • XCrawlHTTP headers
  • XCrawlAutomatic webpage parsing
  • XCrawlCustomizable support

What can our API do for you?

XCrawl

Proxy management

ML-driven proxy selection and rotation using our premium proxy pool from 190 countries.

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AI-driven fingerprinting

Unique HTTP headers, JavaScript, and browser fingerprints ensure resilience to dynamic content.

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CAPTCHA bypass

Automatic retries and CAPTCHA bypassing for uninterrupted data retrieval.

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Bulk data extraction

Extract data from several pages at the same time with up to 10K URLs per batch.

XCrawl

Multiple delivery options

Receive data via cloud storage such as SFTP or AWSS3, or retrieve results through APIs.

XCrawl

Scheduled scraping

Set your preferred frequency for automated, custom-timed data collection, with results delivered directly to your cloud storage.

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Maintenance-free infrastructure

Eliminate proxy maintenance and infrastructure hassle. No need to build crawler systems.

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Highly scalable

Easy to integrate with support for customization.

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24/7 support

Receive professional support in case of anyquestions or issues.

XCrawl Transparent

Flexible Pricing

Transparent web scraping pricing with flexible API subscription plans. Compare data extraction costs, purchase crawler access, and start free — then scale as you grow.

Monthly
Yearly Hot

Scale Plans

High-volume plans for teams that need more power and dedicated support.

Enjoy higher rate limits, more concurrent browsers, and priority support.

Contact Sales
We Provide Enterprise-Level Customization

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What do our customers say?

★★★★★
5.0

The youtube comment scraper delivers pristine datasets for sentiment analysis—far better than manual youtube scraping python scripts.

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Integrated the youtube scraper api in hours; fast scraping of comments and engagement metrics is a game-changer.

Jordan Lee
Jordan Lee
Backend Developer
★★★★★
5.0

Perfect for tracking youtube shorts api trends—accurate data exports saved our team weeks of work.

Sam Patel
Sam Patel
Growth Marketer
★★★★★
4.8

Youtube data scraper provides high-quality JSON for training models on real comments and replies.

Emily Chen
Emily Chen
ML Engineer
★★★★★
5.0

Reliable scrape youtube comments functionality powers our competitive intelligence dashboard seamlessly.

Mike Torres
Mike Torres
Product Manager
★★★★★
4.9

Scales effortlessly for youtube video scraper needs; no more proxy hassles or downtime.

Lisa Wong
Lisa Wong
DevOps Lead
★★★★★
5.0

Youtube scraper python SDK made bulk extraction from search results a breeze—top-tier accuracy.

Raj Singh
Raj Singh
Analytics Consultant
★★★★★
4.7

Extracting youtube comments has unlocked audience insights we couldn't get from official APIs.

Sara Kim
Sara Kim
Content Strategist
★★★★★
5.0

Best youtube scraper api for async jobs; handles massive volumes without breaking a sweat.

David Ruiz
David Ruiz
Full-Stack Developer
★★★★★
4.9

Structured output from scrape youtube search results is ideal for building comprehensive datasets.

Nina Patel
Nina Patel
Research Analyst
★★★★★
5.0

The youtube comment scraper delivers pristine datasets for sentiment analysis—far better than manual youtube scraping python scripts.

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Integrated the youtube scraper api in hours; fast scraping of comments and engagement metrics is a game-changer.

Jordan Lee
Jordan Lee
Backend Developer
★★★★★
5.0

Perfect for tracking youtube shorts api trends—accurate data exports saved our team weeks of work.

Sam Patel
Sam Patel
Growth Marketer
★★★★★
4.8

Youtube data scraper provides high-quality JSON for training models on real comments and replies.

Emily Chen
Emily Chen
ML Engineer
★★★★★
5.0

Reliable scrape youtube comments functionality powers our competitive intelligence dashboard seamlessly.

Mike Torres
Mike Torres
Product Manager
★★★★★
4.9

Scales effortlessly for youtube video scraper needs; no more proxy hassles or downtime.

Lisa Wong
Lisa Wong
DevOps Lead
★★★★★
5.0

Youtube scraper python SDK made bulk extraction from search results a breeze—top-tier accuracy.

Raj Singh
Raj Singh
Analytics Consultant
★★★★★
4.7

Extracting youtube comments has unlocked audience insights we couldn't get from official APIs.

Sara Kim
Sara Kim
Content Strategist
★★★★★
5.0

Best youtube scraper api for async jobs; handles massive volumes without breaking a sweat.

David Ruiz
David Ruiz
Full-Stack Developer
★★★★★
4.9

Structured output from scrape youtube search results is ideal for building comprehensive datasets.

Nina Patel
Nina Patel
Research Analyst
★★★★★
5.0

The youtube comment scraper delivers pristine datasets for sentiment analysis—far better than manual youtube scraping python scripts.

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Integrated the youtube scraper api in hours; fast scraping of comments and engagement metrics is a game-changer.

Jordan Lee
Jordan Lee
Backend Developer
★★★★★
5.0

Perfect for tracking youtube shorts api trends—accurate data exports saved our team weeks of work.

Sam Patel
Sam Patel
Growth Marketer
★★★★★
4.8

Youtube data scraper provides high-quality JSON for training models on real comments and replies.

Emily Chen
Emily Chen
ML Engineer
★★★★★
5.0

Reliable scrape youtube comments functionality powers our competitive intelligence dashboard seamlessly.

Mike Torres
Mike Torres
Product Manager
★★★★★
4.9

Scales effortlessly for youtube video scraper needs; no more proxy hassles or downtime.

Lisa Wong
Lisa Wong
DevOps Lead
★★★★★
5.0

Youtube scraper python SDK made bulk extraction from search results a breeze—top-tier accuracy.

Raj Singh
Raj Singh
Analytics Consultant
★★★★★
4.7

Extracting youtube comments has unlocked audience insights we couldn't get from official APIs.

Sara Kim
Sara Kim
Content Strategist
★★★★★
5.0

Best youtube scraper api for async jobs; handles massive volumes without breaking a sweat.

David Ruiz
David Ruiz
Full-Stack Developer
★★★★★
4.9

Structured output from scrape youtube search results is ideal for building comprehensive datasets.

Nina Patel
Nina Patel
Research Analyst
★★★★★
5.0

The youtube comment scraper delivers pristine datasets for sentiment analysis—far better than manual youtube scraping python scripts.

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Integrated the youtube scraper api in hours; fast scraping of comments and engagement metrics is a game-changer.

Jordan Lee
Jordan Lee
Backend Developer
★★★★★
5.0

Perfect for tracking youtube shorts api trends—accurate data exports saved our team weeks of work.

Sam Patel
Sam Patel
Growth Marketer
★★★★★
4.8

Youtube data scraper provides high-quality JSON for training models on real comments and replies.

Emily Chen
Emily Chen
ML Engineer
★★★★★
5.0

Reliable scrape youtube comments functionality powers our competitive intelligence dashboard seamlessly.

Mike Torres
Mike Torres
Product Manager
★★★★★
4.9

Scales effortlessly for youtube video scraper needs; no more proxy hassles or downtime.

Lisa Wong
Lisa Wong
DevOps Lead
★★★★★
5.0

Youtube scraper python SDK made bulk extraction from search results a breeze—top-tier accuracy.

Raj Singh
Raj Singh
Analytics Consultant
★★★★★
4.7

Extracting youtube comments has unlocked audience insights we couldn't get from official APIs.

Sara Kim
Sara Kim
Content Strategist
★★★★★
5.0

Best youtube scraper api for async jobs; handles massive volumes without breaking a sweat.

David Ruiz
David Ruiz
Full-Stack Developer
★★★★★
4.9

Structured output from scrape youtube search results is ideal for building comprehensive datasets.

Nina Patel
Nina Patel
Research Analyst
ISO 27001
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CDPR
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Top-Rated by Users
XCrawlTop-Rated by Users
Leader
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Easiest To Use
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Best Value Award
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Frequently asked questions

Everything you need to know about XCrawl.

How does the YouTube Shorts Comments Scraper API architecture work?
Send REST requests to endpoints with video IDs or search queries; our cloud crawlers fetch, parse, and return JSON-structured comments and metrics in milliseconds.
What factors determine pricing for the API?
Pricing scales by monthly request volume, data fields selected, and concurrency needs—starting free for low usage with pay-as-you-go for high-volume youtube scraping.
What data coverage and limitations should I expect?
Full coverage of public comments, replies, and engagement on YouTube Shorts; limited to visible data, no private videos or deleted content.
Is using this scraper API legal and compliant?
We scrape only publicly available data per YouTube's terms; always review TOS and use ethically for research or analysis—consult legal for your use case.
What integration support is available?
Official SDKs for Python, Node.js, plus REST docs, webhooks, and Slack support for youtube scraper api setup and troubleshooting.

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