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Linkedin Post Scraper (No Cookie) Scraper API

Harness the power of our Linkedin Post Scraper (No Cookie) Scraper API for seamless linkedin scraping without cookie hassles. This linkedin scraper API delivers structured JSON data from linkedin posts, solving parsing challenges in web scraping linkedin. Ideal for developers building linkedin datasets, scrape linkedin posts effortlessly with python linkedin scraper compatibility.

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

Build lead generation tools by extracting linkedin post data for targeted outreach. Analyze engagement metrics with our linkedin scraping api to track viral content trends. Create comprehensive linkedin datasets for market research using scrape linkedin python scripts, powering competitor analysis and sentiment tools on comments and replies.

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No Cookie Required

Access linkedin posts without authentication cookies, simplifying linkedin scraper integration and avoiding session management complexities in python linkedin scraper workflows.

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Real-time JSON Data

Fetch fresh linkedin scraped data in structured JSON format, enabling instant processing for dashboards, datasets, and async applications via linkedin api endpoints.

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Python-Native Support

Seamless linkedin scraper python libraries and linkedin scraping python scripts for rapid development, with examples for scrape linkedin data in minutes.

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High-Fidelity Parsing

Advanced linkedin parser ensures 99% accuracy on post content, engagement metrics, and threaded replies, outperforming basic linkedin web scraper tools.

Trusted by Data-Driven Teams Worldwide

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

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Available Linkedin Post Scraper (No Cookie) Scraper API Scrapers

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

linkedin post scraper

Extract full details from individual LinkedIn posts including text and media without cookies.

Scraping method:
  • post_id
  • author_name
  • post_text
  • likes_count
  • comments_count
  • shares_count
  • timestamp
  • media_urls

linkedin scraper api

RESTful API endpoint for bulk linkedin scraping of posts and profiles via simple HTTP requests.

Scraping method:
  • profile_id
  • post_url
  • content_html
  • engagement_rate
  • reactions
  • view_count
  • publish_date

scrape linkedin posts

Targeted scraper for linkedin posts by keyword or user, delivering clean structured data.

Scraping method:
  • keyword_query
  • post_title
  • author_bio
  • reply_count
  • image_urls
  • video_urls
  • hashtags

linkedin posts scraper

High-volume scraper for linkedin posts scraper workflows, handling pagination automatically.

Scraping method:
  • thread_id
  • parent_post
  • child_replies
  • user_mentions
  • emoji_reactions
  • post_visibility
  • language

linkedin scraper python

Python-optimized endpoint for linkedin scraper python scripts to fetch post datasets efficiently.

Scraping method:
  • python_callback
  • batch_id
  • raw_json
  • parsed_text
  • sentiment_score
  • geo_location
  • company_tag

python linkedin scraper

Async-compatible python linkedin scraper for real-time linkedin data extraction from posts.

Scraping method:
  • async_id
  • error_log
  • success_rate
  • total_posts
  • avg_engagement
  • top_comments
  • follower_count

Linkedin Post Scraper (No Cookie) Scraper API crawling methods

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API Scraping (For Developers)

Integrate our REST API for precise control over linkedin post scraping in code.

  • XCrawl
    Python SDK
    Ready-to-use linkedin scraper python library with examples for quick linkedin scraping python setup.
  • XCrawl
    Async Endpoints
    Handle high-volume requests asynchronously for scalable scrape linkedin data operations.
  • XCrawl
    JSON Webhooks
    Receive linkedin scraped data via webhooks for real-time processing in your apps.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use the no-code dashboard for visual linkedin post scraper configuration.

  • XCrawl
    Visual Selectors
    Point-and-click to select linkedin posts, comments, and metrics without coding.
  • XCrawl
    Scheduled Runs
    Automate daily scrapes of linkedin data for ongoing datasets and reports.
  • XCrawl
    CSV/Excel Export
    Download linkedin datasets directly in spreadsheet formats for easy analysis.

Code examples

Retrieve Linkedin 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 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?

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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.

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Multiple delivery options

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

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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.

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We Provide Enterprise-Level Customization

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What do our customers say?

★★★★★
5.0

The linkedin post scraper transformed our dataset building. Fast, accurate linkedin scraped data without cookies!

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

Easy integration with python linkedin scraper. Perfect for scraping linkedin posts and engagement metrics.

Sarah Kim
Sarah Kim
Growth Hacker
★★★★★
5.0

Best linkedin scraper api for our needs. Reliable linkedin data extraction at scale.

Mike Chen
Mike Chen
CTO
★★★★★
4.8

Linkedin scraping python made simple. High-quality datasets from posts and comments.

Emma Lopez
Emma Lopez
Analyst
★★★★★
4.9

No cookie requirement is a game-changer for web scraping linkedin workflows.

David Patel
David Patel
Developer
★★★★★
5.0

Scrape linkedin data effortlessly. Excellent for tracking post engagement.

Lisa Wong
Lisa Wong
Marketing Lead
★★★★★
4.7

Structured JSON from linkedin scraper python boosts our models perfectly.

Tom Harris
Tom Harris
ML Engineer
★★★★★
5.0

Linkedin posts scraper delivers precise data for competitor analysis.

Rachel Green
Rachel Green
Product Manager
★★★★★
4.9

Top-tier linkedin scraping tool. Fast setup and reliable output.

James Lee
James Lee
Founder
★★★★★
5.0

Love the linkedin data scraper for building comprehensive datasets.

Anna Sokolov
Anna Sokolov
BI Specialist
★★★★★
5.0

The linkedin post scraper transformed our dataset building. Fast, accurate linkedin scraped data without cookies!

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

Easy integration with python linkedin scraper. Perfect for scraping linkedin posts and engagement metrics.

Sarah Kim
Sarah Kim
Growth Hacker
★★★★★
5.0

Best linkedin scraper api for our needs. Reliable linkedin data extraction at scale.

Mike Chen
Mike Chen
CTO
★★★★★
4.8

Linkedin scraping python made simple. High-quality datasets from posts and comments.

Emma Lopez
Emma Lopez
Analyst
★★★★★
4.9

No cookie requirement is a game-changer for web scraping linkedin workflows.

David Patel
David Patel
Developer
★★★★★
5.0

Scrape linkedin data effortlessly. Excellent for tracking post engagement.

Lisa Wong
Lisa Wong
Marketing Lead
★★★★★
4.7

Structured JSON from linkedin scraper python boosts our models perfectly.

Tom Harris
Tom Harris
ML Engineer
★★★★★
5.0

Linkedin posts scraper delivers precise data for competitor analysis.

Rachel Green
Rachel Green
Product Manager
★★★★★
4.9

Top-tier linkedin scraping tool. Fast setup and reliable output.

James Lee
James Lee
Founder
★★★★★
5.0

Love the linkedin data scraper for building comprehensive datasets.

Anna Sokolov
Anna Sokolov
BI Specialist
★★★★★
5.0

The linkedin post scraper transformed our dataset building. Fast, accurate linkedin scraped data without cookies!

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

Easy integration with python linkedin scraper. Perfect for scraping linkedin posts and engagement metrics.

Sarah Kim
Sarah Kim
Growth Hacker
★★★★★
5.0

Best linkedin scraper api for our needs. Reliable linkedin data extraction at scale.

Mike Chen
Mike Chen
CTO
★★★★★
4.8

Linkedin scraping python made simple. High-quality datasets from posts and comments.

Emma Lopez
Emma Lopez
Analyst
★★★★★
4.9

No cookie requirement is a game-changer for web scraping linkedin workflows.

David Patel
David Patel
Developer
★★★★★
5.0

Scrape linkedin data effortlessly. Excellent for tracking post engagement.

Lisa Wong
Lisa Wong
Marketing Lead
★★★★★
4.7

Structured JSON from linkedin scraper python boosts our models perfectly.

Tom Harris
Tom Harris
ML Engineer
★★★★★
5.0

Linkedin posts scraper delivers precise data for competitor analysis.

Rachel Green
Rachel Green
Product Manager
★★★★★
4.9

Top-tier linkedin scraping tool. Fast setup and reliable output.

James Lee
James Lee
Founder
★★★★★
5.0

Love the linkedin data scraper for building comprehensive datasets.

Anna Sokolov
Anna Sokolov
BI Specialist
★★★★★
5.0

The linkedin post scraper transformed our dataset building. Fast, accurate linkedin scraped data without cookies!

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

Easy integration with python linkedin scraper. Perfect for scraping linkedin posts and engagement metrics.

Sarah Kim
Sarah Kim
Growth Hacker
★★★★★
5.0

Best linkedin scraper api for our needs. Reliable linkedin data extraction at scale.

Mike Chen
Mike Chen
CTO
★★★★★
4.8

Linkedin scraping python made simple. High-quality datasets from posts and comments.

Emma Lopez
Emma Lopez
Analyst
★★★★★
4.9

No cookie requirement is a game-changer for web scraping linkedin workflows.

David Patel
David Patel
Developer
★★★★★
5.0

Scrape linkedin data effortlessly. Excellent for tracking post engagement.

Lisa Wong
Lisa Wong
Marketing Lead
★★★★★
4.7

Structured JSON from linkedin scraper python boosts our models perfectly.

Tom Harris
Tom Harris
ML Engineer
★★★★★
5.0

Linkedin posts scraper delivers precise data for competitor analysis.

Rachel Green
Rachel Green
Product Manager
★★★★★
4.9

Top-tier linkedin scraping tool. Fast setup and reliable output.

James Lee
James Lee
Founder
★★★★★
5.0

Love the linkedin data scraper for building comprehensive datasets.

Anna Sokolov
Anna Sokolov
BI Specialist
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
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Frequently asked questions

Everything you need to know about XCrawl.

How does the Linkedin Post Scraper (No Cookie) Scraper API work?
Send POST requests to endpoints with post URLs or queries; our servers handle rendering, extraction, and return structured JSON without needing cookies or logins.
What is the pricing model?
Pay-per-successful-record model based on data volume, API calls, and premium features like priority queuing or custom parsing.
What data coverage and limitations apply?
Covers public linkedin posts, profiles, comments, engagement metrics; limited to accessible public content, no private groups or messages.
Is using this scraper legal and compliant?
Designed for public data only, respecting robots.txt and rate limits; always review LinkedIn's ToS and consult legal for your use case.
What integration support is available?
Full docs, Python/Node.js SDKs, code samples for linkedin scraper python, and Slack/email support for custom setups.

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