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Linkedin Post Comments Scraper (No Cookie) Scraper API

Unlock LinkedIn post comments effortlessly with the Linkedin Post Comments Scraper (No Cookie) Scraper API. This robust linkedin scraper API bypasses cookie requirements, handles complex parsing, and delivers structured JSON data for linkedin scraping without IP blocks or authentication hassles. Ideal for developers building linkedin post scraper tools or linkedin data extraction pipelines.

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What Can You Build With Linkedin Post Comments Scraper (No Cookie) Scraper API Scraper?

Build sentiment analysis tools using scraped linkedin comments data from posts, generate lead lists from high-engagement commenters with our linkedin comments scraper, and track competitor post performance via scrape linkedin posts endpoints. Power market research dashboards or linkedin dataset generators with real-time linkedin scraping api integration for actionable insights.

XCrawl

No Cookie Authentication

Access linkedin post comments and scrape linkedin data without managing cookies or sessions, simplifying your linkedin scraper python scripts and reducing maintenance overhead for reliable data extraction.

XCrawl

Real-Time JSON Datasets

Get instant linkedin datasets in clean JSON format from linkedin post scraper endpoints, perfect for async processing in Node.js or Python linkedin scraper applications with high accuracy.

XCrawl

Scalable Post Extraction

Effortlessly scale your linkedin scraping with anti-bot evasion built-in, supporting bulk scrape linkedin posts and threaded replies for comprehensive engagement metrics analysis.

XCrawl

Python-Ready Integration

Seamless linkedin scraper python libraries and REST API calls enable quick setup for web scraping linkedin tasks, delivering parsed linkedin data scraper outputs in minutes.

Trusted by Data-Driven Teams Worldwide

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

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Available Linkedin Post Comments Scraper (No Cookie) Scraper API Scrapers

Access the most commonly used Linkedin Post Comments Scraper (No Cookie) Scraper API data types — fully structured, consistently formatted, and production-ready.

linkedin post scraper

Extract full post details including content, author, and engagement stats without cookies.

Scraping method:
  • post_id
  • author_name
  • post_content
  • likes_count
  • shares_count
  • timestamp
  • url

linkedin comments scraper

Scrape all comments and threaded replies on LinkedIn posts with commenter profiles.

Scraping method:
  • comment_id
  • commenter_profile
  • comment_text
  • replies_count
  • likes
  • timestamp
  • parent_id

scrape linkedin posts

Target specific posts or searches to pull comments, reactions, and media links.

Scraping method:
  • post_url
  • title
  • comments
  • engagement_metrics
  • media_urls
  • publish_date

linkedin scraper api

Core API for bulk linkedin scraping of post comments and user interactions.

Scraping method:
  • api_response
  • post_data
  • comments_array
  • user_profiles
  • metrics
  • error_log

linkedin post api

Dedicated endpoint for post-level data including nested comment structures.

Scraping method:
  • post_id
  • content_html
  • author_id
  • comment_threads
  • reactions
  • view_count

linkedin data scraper

Comprehensive scraper for exporting linkedin datasets from posts and comments.

Scraping method:
  • dataset_id
  • export_url
  • total_comments
  • profiles_extracted
  • engagement_summary

Linkedin Post Comments Scraper (No Cookie) Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate via simple REST API calls for custom linkedin scraper python or Node.js applications.

  • XCrawl
    Python SDK Ready
    Use linkedin scraper python wrappers for async requests and instant JSON parsing of post comments.
  • XCrawl
    Rate Limit Handling
    Built-in retries and proxies ensure scalable web scraping linkedin without disruptions.
  • XCrawl
    Custom Parameters
    Filter by post ID, depth of replies, or keywords for precise scrape linkedin data.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use our intuitive dashboard for visual linkedin post scraper setup without coding.

  • XCrawl
    Visual Post Selector
    Point-and-click to choose LinkedIn posts and auto-scrape comments with previews.
  • XCrawl
    Automated Scheduling
    Set cron jobs for recurring linkedin comments scraping and get notifications.
  • XCrawl
    CSV/JSON Exports
    Download cleaned linkedin datasets directly for Excel analysis or BI tools.

Code examples

Retrieve Linkedin Post Comments Scraper (No Cookie) 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 Linkedin Post Comments Scraper (No Cookie) 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.

XCrawl

AI-driven fingerprinting

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

XCrawl

CAPTCHA bypass

Automatic retries and CAPTCHA bypassing for uninterrupted data retrieval.

XCrawl

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.

XCrawl

Maintenance-free infrastructure

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

XCrawl

Highly scalable

Easy to integrate with support for customization.

XCrawl

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.

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We Provide Enterprise-Level Customization

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What do our customers say?

★★★★★
5.0

This linkedin scraper api transformed our post analysis pipeline. Fast scraping linkedin comments without cookies is a game-changer.

Alex Rivera
Alex Rivera
Data Engineer
★★★★★
4.9

Built lead gen bots with linkedin post scraper. Dataset quality and python integration are top-notch.

Sarah Chen
Sarah Chen
Growth Hacker
★★★★★
5.0

Linkedin comments scraper delivers accurate threaded replies. Easy linkedin scraper python setup saved weeks.

Mike Patel
Mike Patel
Full-Stack Developer
★★★★★
4.8

Perfect for sentiment tracking on scrape linkedin posts. Reliable linkedin data extraction every time.

Emma Lopez
Emma Lopez
Market Analyst
★★★★★
4.9

Scales effortlessly for our linkedin scraping needs. No cookie headaches, pure efficiency.

David Kim
David Kim
CTO
★★★★★
5.0

Linkedin post api provides rich engagement metrics. Boosted our competitor research instantly.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
4.7

Web scraping linkedin made simple with this tool. High-volume linkedin datasets exported flawlessly.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
5.0

Linkedin data scraper outputs are pristine for Tableau. Love the no-code dashboard too.

Rachel Green
Rachel Green
BI Specialist
★★★★★
4.9

Fed scraped linkedin comments into our NLP models. Precision and speed exceed expectations.

Chris Novak
Chris Novak
AI Researcher
★★★★★
5.0

Generated 10k leads from linkedin post scraper data. Best tool for social intel.

Nina Soto
Nina Soto
Sales Director
★★★★★
5.0

This linkedin scraper api transformed our post analysis pipeline. Fast scraping linkedin comments without cookies is a game-changer.

Alex Rivera
Alex Rivera
Data Engineer
★★★★★
4.9

Built lead gen bots with linkedin post scraper. Dataset quality and python integration are top-notch.

Sarah Chen
Sarah Chen
Growth Hacker
★★★★★
5.0

Linkedin comments scraper delivers accurate threaded replies. Easy linkedin scraper python setup saved weeks.

Mike Patel
Mike Patel
Full-Stack Developer
★★★★★
4.8

Perfect for sentiment tracking on scrape linkedin posts. Reliable linkedin data extraction every time.

Emma Lopez
Emma Lopez
Market Analyst
★★★★★
4.9

Scales effortlessly for our linkedin scraping needs. No cookie headaches, pure efficiency.

David Kim
David Kim
CTO
★★★★★
5.0

Linkedin post api provides rich engagement metrics. Boosted our competitor research instantly.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
4.7

Web scraping linkedin made simple with this tool. High-volume linkedin datasets exported flawlessly.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
5.0

Linkedin data scraper outputs are pristine for Tableau. Love the no-code dashboard too.

Rachel Green
Rachel Green
BI Specialist
★★★★★
4.9

Fed scraped linkedin comments into our NLP models. Precision and speed exceed expectations.

Chris Novak
Chris Novak
AI Researcher
★★★★★
5.0

Generated 10k leads from linkedin post scraper data. Best tool for social intel.

Nina Soto
Nina Soto
Sales Director
★★★★★
5.0

This linkedin scraper api transformed our post analysis pipeline. Fast scraping linkedin comments without cookies is a game-changer.

Alex Rivera
Alex Rivera
Data Engineer
★★★★★
4.9

Built lead gen bots with linkedin post scraper. Dataset quality and python integration are top-notch.

Sarah Chen
Sarah Chen
Growth Hacker
★★★★★
5.0

Linkedin comments scraper delivers accurate threaded replies. Easy linkedin scraper python setup saved weeks.

Mike Patel
Mike Patel
Full-Stack Developer
★★★★★
4.8

Perfect for sentiment tracking on scrape linkedin posts. Reliable linkedin data extraction every time.

Emma Lopez
Emma Lopez
Market Analyst
★★★★★
4.9

Scales effortlessly for our linkedin scraping needs. No cookie headaches, pure efficiency.

David Kim
David Kim
CTO
★★★★★
5.0

Linkedin post api provides rich engagement metrics. Boosted our competitor research instantly.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
4.7

Web scraping linkedin made simple with this tool. High-volume linkedin datasets exported flawlessly.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
5.0

Linkedin data scraper outputs are pristine for Tableau. Love the no-code dashboard too.

Rachel Green
Rachel Green
BI Specialist
★★★★★
4.9

Fed scraped linkedin comments into our NLP models. Precision and speed exceed expectations.

Chris Novak
Chris Novak
AI Researcher
★★★★★
5.0

Generated 10k leads from linkedin post scraper data. Best tool for social intel.

Nina Soto
Nina Soto
Sales Director
★★★★★
5.0

This linkedin scraper api transformed our post analysis pipeline. Fast scraping linkedin comments without cookies is a game-changer.

Alex Rivera
Alex Rivera
Data Engineer
★★★★★
4.9

Built lead gen bots with linkedin post scraper. Dataset quality and python integration are top-notch.

Sarah Chen
Sarah Chen
Growth Hacker
★★★★★
5.0

Linkedin comments scraper delivers accurate threaded replies. Easy linkedin scraper python setup saved weeks.

Mike Patel
Mike Patel
Full-Stack Developer
★★★★★
4.8

Perfect for sentiment tracking on scrape linkedin posts. Reliable linkedin data extraction every time.

Emma Lopez
Emma Lopez
Market Analyst
★★★★★
4.9

Scales effortlessly for our linkedin scraping needs. No cookie headaches, pure efficiency.

David Kim
David Kim
CTO
★★★★★
5.0

Linkedin post api provides rich engagement metrics. Boosted our competitor research instantly.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
4.7

Web scraping linkedin made simple with this tool. High-volume linkedin datasets exported flawlessly.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
5.0

Linkedin data scraper outputs are pristine for Tableau. Love the no-code dashboard too.

Rachel Green
Rachel Green
BI Specialist
★★★★★
4.9

Fed scraped linkedin comments into our NLP models. Precision and speed exceed expectations.

Chris Novak
Chris Novak
AI Researcher
★★★★★
5.0

Generated 10k leads from linkedin post scraper data. Best tool for social intel.

Nina Soto
Nina Soto
Sales Director
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Frequently asked questions

Everything you need to know about XCrawl.

How does the Linkedin Post Comments Scraper API work?
Send POST requests with post URLs to our REST endpoints; we handle rendering, no-cookie extraction, and return structured JSON with comments and metadata in seconds.
What factors determine pricing?
Pricing scales by successful API calls, data volume (e.g., comment depth), and concurrency needs. Pay-per-result model with free tier for testing linkedin scraper api.
What data coverage and limitations apply?
Covers public LinkedIn post comments, threaded replies, profiles, and metrics. Limited to visible public data; private posts or rate-limited content unavailable.
Is this compliant and legal to use?
Designed for public data only, respecting robots.txt and ToS. Always review LinkedIn's policies; we provide ethical scraping tools without guarantees on user compliance.
What integration support is available?
Full docs, Python/Node.js SDKs, and 24/7 support. Quickstart guides for linkedin scraper python and custom webhook setups.

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