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Linkedin profile post scraper (NO COOKIE) Scraper API

Unlock LinkedIn data effortlessly with the Linkedin profile post scraper (NO COOKIE) Scraper API. Bypass anti-bot measures and IP blocks without cookies, delivering clean JSON from profiles and posts via linkedin scraper api. Perfect for linkedin scraping python scripts, linkedin profile scraper needs, and high-volume linkedin data extraction without parsing hassles.

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What Can You Build With Linkedin profile post scraper (NO COOKIE) Scraper API Scraper?

Build lead generation tools using linkedin profile scraper to extract profiles for sales outreach. Create sentiment analysis apps with linkedin post scraper for post content and engagement metrics. Develop competitor intelligence dashboards by scraping linkedin profiles and posts to track industry trends and hiring signals.

XCrawl

Real-time LinkedIn Data

Access fresh linkedin scraped data via REST API endpoints, structured in JSON for instant integration into Python linkedin scraper or Node.js apps.

XCrawl

No Cookie Hassles

Our linkedin scraper api handles sessions cookie-free, avoiding blocks and ensuring reliable scraping linkedin profiles and posts at scale.

XCrawl

Python-Ready Integration

Seamless linkedin scraper python support with async requests, delivering datasets for linkedin data scraping tools and analysis pipelines.

XCrawl

High-Accuracy Parsing

Precise extraction of linkedin profile data and post metrics, powering linkedin data api workflows with 99% field accuracy.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Linkedin profile post scraper (NO COOKIE) Scraper API Scrapers

Access the most commonly used Linkedin profile post scraper (NO COOKIE) Scraper API data types — fully structured, consistently formatted, and production-ready.

linkedin profile scraper

Extract full user profiles including bios, experience, and skills without cookies.

Scraping method:
  • profile_id
  • full_name
  • headline
  • summary
  • experience
  • skills
  • connections_count
  • profile_url

linkedin post scraper

Scrape individual posts with content, media, and engagement stats from profiles.

Scraping method:
  • post_id
  • author_id
  • content_text
  • media_urls
  • likes_count
  • comments_count
  • shares_count
  • timestamp

scrape linkedin profiles

Batch scrape multiple profiles from search or post authors for bulk data.

Scraping method:
  • profile_id
  • name
  • headline
  • location
  • industry
  • followers_count
  • posts_count

linkedin comments scraper

Pull threaded comments and replies from posts with user details.

Scraping method:
  • comment_id
  • post_id
  • author_name
  • comment_text
  • replies
  • likes
  • timestamp

linkedin data scraper

Comprehensive endpoint for profiles, posts, and engagement metrics in one call.

Scraping method:
  • profile_data
  • recent_posts
  • engagement_metrics
  • total_likes
  • total_comments
  • bio_snippet

scrape linkedin posts

Fetch posts from user profiles or searches with full interaction data.

Scraping method:
  • post_url
  • content
  • images
  • videos
  • reactions
  • viewer_reaction

Linkedin profile post scraper (NO COOKIE) Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate via simple REST API calls for developers building linkedin scraper python tools.

  • XCrawl
    Python SDK
    Use linkedin scraper python library for async requests and bulk linkedin scraping.
  • XCrawl
    JSON Responses
    Instant linkedin data api output ready for pandas or database insertion.
  • XCrawl
    Rate Limit Handling
    Built-in retries for scalable web scraping linkedin without bans.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use our dashboard for visual linkedin profile scraper setup without coding.

  • XCrawl
    Point-and-Click
    Select profiles or posts visually for instant scraping linkedin data.
  • XCrawl
    Automated Scheduling
    Run daily scrapes of linkedin posts scraper with cron-like triggers.
  • XCrawl
    CSV/Excel Export
    Download linkedin scraped data directly for reports or CRM import.

Code examples

Retrieve Linkedin profile post 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 profile post 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

Smart Verification Automation

Automatic retries and intelligent verification processing 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

The linkedin profile scraper api transformed our lead gen pipeline. Fast, accurate linkedin scraped data without headaches.

Alex Rivera
Alex Rivera
Data Engineer
4.9

Perfect for scraping linkedin posts. Easy integration and high-quality datasets for analysis.

Sarah Chen
Sarah Chen
Growth Hacker
5.0

Linkedin scraper python library is a game-changer. Scales effortlessly for our CRM feeds.

Mike Patel
Mike Patel
Backend Dev
4.8

Reliable linkedin data scraper for competitor tracking. JSON output is spot-on.

Emma Lopez
Emma Lopez
Marketing Analyst
4.9

Extract linkedin profile data seamlessly. Best tool for building NLP models on posts.

David Kim
David Kim
AI Researcher
5.0

Linkedin post scraper delivers engagement metrics we need. No more manual work.

Lisa Nguyen
Lisa Nguyen
Sales Ops
4.7

Web scraping linkedin made simple with this API. Handles blocks like a pro.

Tom Bradley
Tom Bradley
Full-Stack Dev
5.0

Outstanding linkedin scraping tool. Clean data powers our dashboards perfectly.

Rachel Ortiz
Rachel Ortiz
Product Manager
4.9

Linkedin comments scraper is gold for sentiment work. Super accurate fields.

Kevin Wong
Kevin Wong
Data Scientist
5.0

Best linkedin scraper api for startups. Quick setup, massive value.

Anna Sokolov
Anna Sokolov
Founder
5.0

The linkedin profile scraper api transformed our lead gen pipeline. Fast, accurate linkedin scraped data without headaches.

Alex Rivera
Alex Rivera
Data Engineer
4.9

Perfect for scraping linkedin posts. Easy integration and high-quality datasets for analysis.

Sarah Chen
Sarah Chen
Growth Hacker
5.0

Linkedin scraper python library is a game-changer. Scales effortlessly for our CRM feeds.

Mike Patel
Mike Patel
Backend Dev
4.8

Reliable linkedin data scraper for competitor tracking. JSON output is spot-on.

Emma Lopez
Emma Lopez
Marketing Analyst
4.9

Extract linkedin profile data seamlessly. Best tool for building NLP models on posts.

David Kim
David Kim
AI Researcher
5.0

Linkedin post scraper delivers engagement metrics we need. No more manual work.

Lisa Nguyen
Lisa Nguyen
Sales Ops
4.7

Web scraping linkedin made simple with this API. Handles blocks like a pro.

Tom Bradley
Tom Bradley
Full-Stack Dev
5.0

Outstanding linkedin scraping tool. Clean data powers our dashboards perfectly.

Rachel Ortiz
Rachel Ortiz
Product Manager
4.9

Linkedin comments scraper is gold for sentiment work. Super accurate fields.

Kevin Wong
Kevin Wong
Data Scientist
5.0

Best linkedin scraper api for startups. Quick setup, massive value.

Anna Sokolov
Anna Sokolov
Founder
5.0

The linkedin profile scraper api transformed our lead gen pipeline. Fast, accurate linkedin scraped data without headaches.

Alex Rivera
Alex Rivera
Data Engineer
4.9

Perfect for scraping linkedin posts. Easy integration and high-quality datasets for analysis.

Sarah Chen
Sarah Chen
Growth Hacker
5.0

Linkedin scraper python library is a game-changer. Scales effortlessly for our CRM feeds.

Mike Patel
Mike Patel
Backend Dev
4.8

Reliable linkedin data scraper for competitor tracking. JSON output is spot-on.

Emma Lopez
Emma Lopez
Marketing Analyst
4.9

Extract linkedin profile data seamlessly. Best tool for building NLP models on posts.

David Kim
David Kim
AI Researcher
5.0

Linkedin post scraper delivers engagement metrics we need. No more manual work.

Lisa Nguyen
Lisa Nguyen
Sales Ops
4.7

Web scraping linkedin made simple with this API. Handles blocks like a pro.

Tom Bradley
Tom Bradley
Full-Stack Dev
5.0

Outstanding linkedin scraping tool. Clean data powers our dashboards perfectly.

Rachel Ortiz
Rachel Ortiz
Product Manager
4.9

Linkedin comments scraper is gold for sentiment work. Super accurate fields.

Kevin Wong
Kevin Wong
Data Scientist
5.0

Best linkedin scraper api for startups. Quick setup, massive value.

Anna Sokolov
Anna Sokolov
Founder
5.0

The linkedin profile scraper api transformed our lead gen pipeline. Fast, accurate linkedin scraped data without headaches.

Alex Rivera
Alex Rivera
Data Engineer
4.9

Perfect for scraping linkedin posts. Easy integration and high-quality datasets for analysis.

Sarah Chen
Sarah Chen
Growth Hacker
5.0

Linkedin scraper python library is a game-changer. Scales effortlessly for our CRM feeds.

Mike Patel
Mike Patel
Backend Dev
4.8

Reliable linkedin data scraper for competitor tracking. JSON output is spot-on.

Emma Lopez
Emma Lopez
Marketing Analyst
4.9

Extract linkedin profile data seamlessly. Best tool for building NLP models on posts.

David Kim
David Kim
AI Researcher
5.0

Linkedin post scraper delivers engagement metrics we need. No more manual work.

Lisa Nguyen
Lisa Nguyen
Sales Ops
4.7

Web scraping linkedin made simple with this API. Handles blocks like a pro.

Tom Bradley
Tom Bradley
Full-Stack Dev
5.0

Outstanding linkedin scraping tool. Clean data powers our dashboards perfectly.

Rachel Ortiz
Rachel Ortiz
Product Manager
4.9

Linkedin comments scraper is gold for sentiment work. Super accurate fields.

Kevin Wong
Kevin Wong
Data Scientist
5.0

Best linkedin scraper api for startups. Quick setup, massive value.

Anna Sokolov
Anna Sokolov
Founder
ISO 27001
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CDPR
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Top-Rated by Users
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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 Linkedin profile post scraper (NO COOKIE) Scraper API work?
Send POST requests with profile/post URLs to our endpoints; we proxy requests, parse HTML/JS, and return structured JSON without needing cookies or sessions.
What factors determine pricing?
Pricing scales by request volume, data fields extracted, and concurrency needs. Pay-per-successful-scrape with volume discounts for high usage.
What data coverage and limitations apply?
Covers public profiles, posts, comments, and metrics. Private content or login-walled data unavailable; rate limits mimic human behavior.
Is this legal and compliant?
Designed for public data only, respecting robots.txt and ToS where possible. Users ensure compliance with local laws and platform policies.
What integration support is available?
Full docs, Python/JS SDKs, webhook support, and Slack/email help. Postman collections and sample code for linkedin scraper python quickstarts.

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