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LinkedIn Profile Posts Scraper (No Cookies)⚡$2 per 1k Scraper API

Harness the power of our LinkedIn Profile Posts Scraper (No Cookies) API – the ultimate linkedin scraper api for backend devs. Bypass authentication hassles, IP blocks, and parsing woes to effortlessly scrape linkedin profiles, posts, and engagement data. Ideal for linkedin scraper python scripts or linkedin api integrations, delivering structured JSON at just $2 per 1k requests.

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What Can You Build With LinkedIn Profile Posts Scraper (No Cookies)⚡$2 per 1k Scraper API Scraper?

Build lead generation pipelines with linkedin profile scraper extracting bios and connections. Perform sentiment analysis using linkedin post scraper on comments and replies. Track competitor insights via scrape linkedin posts for real-time engagement metrics and media content, powering data-driven decisions without complex linkedin web scraping setups.

XCrawl

No Cookies Required

Access public LinkedIn profile posts instantly without cookie management, perfect for scalable linkedin scraper api deployments and linkedin scraping python workflows.

XCrawl

Structured JSON Output

Receive clean, parse-ready JSON datasets from linkedin data scraper endpoints, enabling seamless integration into Python or JS apps for linkedin profile data analysis.

XCrawl

Python-Optimized SDK

Plug-and-play linkedin scraper python library with async support, handling high-volume scrape linkedin profiles and posts with minimal code.

XCrawl

Enterprise Scalability

Process millions of requests via our linkedin scraping api, with real-time linkedin data extraction and 99.9% uptime for production-grade linkedin web scraper needs.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available LinkedIn Profile Posts Scraper (No Cookies)⚡$2 per 1k Scraper API Scrapers

Access the most commonly used LinkedIn Profile Posts Scraper (No Cookies)⚡$2 per 1k Scraper API data types — fully structured, consistently formatted, and production-ready.

linkedin profile scraper

Extract comprehensive profile data including bios, experience, and linked posts without login.

Scraping method:
  • profile_id
  • full_name
  • headline
  • bio
  • location
  • connections_count
  • profile_url
  • posts

linkedin post scraper

Scrape individual profile posts with full content and engagement metrics.

Scraping method:
  • post_id
  • author_id
  • text_content
  • likes_count
  • comments_count
  • shares
  • timestamp
  • visibility

scrape linkedin posts

Bulk extract posts from specified LinkedIn profiles for historical analysis.

Scraping method:
  • post_url
  • content
  • reactions
  • media_urls
  • reply_count
  • post_date
  • profile_handle

linkedin comments scraper

Pull threaded comments and replies from LinkedIn profile posts.

Scraping method:
  • comment_id
  • comment_text
  • author_name
  • parent_id
  • likes
  • timestamp
  • depth_level

scrape linkedin profiles

Targeted scraping of multiple profiles with post feeds and bios.

Scraping method:
  • profile_slug
  • summary
  • experience_list
  • skills
  • post_summaries
  • follower_count

linkedin profile scraper api

REST API endpoint for real-time profile and post data retrieval.

Scraping method:
  • api_response_id
  • profile_data
  • recent_posts
  • engagement_stats
  • images
  • videos

LinkedIn Profile Posts Scraper (No Cookies)⚡$2 per 1k Scraper API crawling methods

XCrawl

API Scraping (For Developers)

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

  • XCrawl
    Python SDK Ready
    One-line setup with linkedin scraper python examples for async scraping linkedin profiles and posts.
  • XCrawl
    Rate Limit Handling
    Built-in retries and throttling for reliable high-volume linkedin scraping api calls.
  • XCrawl
    Custom Parameters
    Filter by keywords, dates, or profiles in your linkedin web scraper requests.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use our intuitive dashboard for no-code linkedin post scraper operations without writing a single line.

  • XCrawl
    Visual Profile Selection
    Point-and-click to choose profiles and scrape linkedin data via UI.
  • XCrawl
    Automated Scheduling
    Set cron jobs for recurring scrape linkedin posts and notifications.
  • XCrawl
    CSV/JSON Exports
    Instant downloads of linkedin profile data in multiple formats.

Code examples

Retrieve LinkedIn Profile Posts Scraper (No Cookies)⚡$2 per 1k 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 Profile Posts Scraper (No Cookies)⚡$2 per 1k 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.

Contact Sales
We Provide Enterprise-Level Customization

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What do our customers say?

★★★★★
5.0

Game-changer for our linkedin profile scraper needs – clean JSON, no cookies, and blazing fast integration.

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

Scrape linkedin posts effortlessly; the linkedin scraper python SDK saved us weeks of dev time.

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

Best linkedin scraper api for scale – accurate linkedin data extraction without blocks or hassle.

Mike Thompson
Mike Thompson
CTO
★★★★★
4.8

Perfect for building datasets with linkedin post scraper; high-quality engagement metrics every time.

Elena Vasquez
Elena Vasquez
ML Engineer
★★★★★
5.0

Transformed our lead gen with scrape linkedin profiles – affordable and dead simple.

Raj Patel
Raj Patel
Founder
★★★★★
4.9

Linkedin comments scraper delivers threaded replies flawlessly; essential for sentiment analysis.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
5.0

Reliable linkedin web scraper with proxy magic – no more IP bans on large jobs.

David Kim
David Kim
DevOps Lead
★★★★★
4.7

Love the structured output from our linkedin scraper tool; exports to CSV instantly.

Nina Gupta
Nina Gupta
Analyst
★★★★★
5.0

Seamless linkedin scraper python integration – async support crushes competitors.

Tom Bradley
Tom Bradley
Backend Developer
★★★★★
4.9

Extract linkedin profile data at scale; pricing is unbeatable for the quality.

Sophia Lee
Sophia Lee
Marketing Director
★★★★★
5.0

Game-changer for our linkedin profile scraper needs – clean JSON, no cookies, and blazing fast integration.

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

Scrape linkedin posts effortlessly; the linkedin scraper python SDK saved us weeks of dev time.

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

Best linkedin scraper api for scale – accurate linkedin data extraction without blocks or hassle.

Mike Thompson
Mike Thompson
CTO
★★★★★
4.8

Perfect for building datasets with linkedin post scraper; high-quality engagement metrics every time.

Elena Vasquez
Elena Vasquez
ML Engineer
★★★★★
5.0

Transformed our lead gen with scrape linkedin profiles – affordable and dead simple.

Raj Patel
Raj Patel
Founder
★★★★★
4.9

Linkedin comments scraper delivers threaded replies flawlessly; essential for sentiment analysis.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
5.0

Reliable linkedin web scraper with proxy magic – no more IP bans on large jobs.

David Kim
David Kim
DevOps Lead
★★★★★
4.7

Love the structured output from our linkedin scraper tool; exports to CSV instantly.

Nina Gupta
Nina Gupta
Analyst
★★★★★
5.0

Seamless linkedin scraper python integration – async support crushes competitors.

Tom Bradley
Tom Bradley
Backend Developer
★★★★★
4.9

Extract linkedin profile data at scale; pricing is unbeatable for the quality.

Sophia Lee
Sophia Lee
Marketing Director
★★★★★
5.0

Game-changer for our linkedin profile scraper needs – clean JSON, no cookies, and blazing fast integration.

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

Scrape linkedin posts effortlessly; the linkedin scraper python SDK saved us weeks of dev time.

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

Best linkedin scraper api for scale – accurate linkedin data extraction without blocks or hassle.

Mike Thompson
Mike Thompson
CTO
★★★★★
4.8

Perfect for building datasets with linkedin post scraper; high-quality engagement metrics every time.

Elena Vasquez
Elena Vasquez
ML Engineer
★★★★★
5.0

Transformed our lead gen with scrape linkedin profiles – affordable and dead simple.

Raj Patel
Raj Patel
Founder
★★★★★
4.9

Linkedin comments scraper delivers threaded replies flawlessly; essential for sentiment analysis.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
5.0

Reliable linkedin web scraper with proxy magic – no more IP bans on large jobs.

David Kim
David Kim
DevOps Lead
★★★★★
4.7

Love the structured output from our linkedin scraper tool; exports to CSV instantly.

Nina Gupta
Nina Gupta
Analyst
★★★★★
5.0

Seamless linkedin scraper python integration – async support crushes competitors.

Tom Bradley
Tom Bradley
Backend Developer
★★★★★
4.9

Extract linkedin profile data at scale; pricing is unbeatable for the quality.

Sophia Lee
Sophia Lee
Marketing Director
★★★★★
5.0

Game-changer for our linkedin profile scraper needs – clean JSON, no cookies, and blazing fast integration.

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

Scrape linkedin posts effortlessly; the linkedin scraper python SDK saved us weeks of dev time.

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

Best linkedin scraper api for scale – accurate linkedin data extraction without blocks or hassle.

Mike Thompson
Mike Thompson
CTO
★★★★★
4.8

Perfect for building datasets with linkedin post scraper; high-quality engagement metrics every time.

Elena Vasquez
Elena Vasquez
ML Engineer
★★★★★
5.0

Transformed our lead gen with scrape linkedin profiles – affordable and dead simple.

Raj Patel
Raj Patel
Founder
★★★★★
4.9

Linkedin comments scraper delivers threaded replies flawlessly; essential for sentiment analysis.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
5.0

Reliable linkedin web scraper with proxy magic – no more IP bans on large jobs.

David Kim
David Kim
DevOps Lead
★★★★★
4.7

Love the structured output from our linkedin scraper tool; exports to CSV instantly.

Nina Gupta
Nina Gupta
Analyst
★★★★★
5.0

Seamless linkedin scraper python integration – async support crushes competitors.

Tom Bradley
Tom Bradley
Backend Developer
★★★★★
4.9

Extract linkedin profile data at scale; pricing is unbeatable for the quality.

Sophia Lee
Sophia Lee
Marketing Director
ISO 27001
XCrawlISO 27001
CDPR
XCrawlCDPR
Top-Rated by Users
XCrawlTop-Rated by Users
Leader
XCrawlLeader
Easiest To Use
XCrawlEasiest To Use
Best Value Award
XCrawlBest Value Award

Frequently asked questions

Everything you need to know about XCrawl.

How does the LinkedIn Profile Posts Scraper API work?
Send a simple HTTP request with profile URLs; our headless browsers fetch and parse public posts into JSON, handling anti-bot measures internally.
What is the pricing model?
Pay-per-use at $2 per 1k successful scrapes; factors include data volume, endpoint type, and optional premium proxies – no subscriptions required.
What data coverage and limitations apply?
Full coverage of public profile posts, bios, comments, media, and metrics; no access to private/logged-in content or rate-limited feeds.
Is this legal and compliant?
We only scrape publicly available LinkedIn data; users must ensure compliance with LinkedIn TOS and local regulations for their use cases.
What integration support is available?
SDKs for Python, JS/Node; full docs, curl examples, and 24/7 support for linkedin scraper api setup and troubleshooting.

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