XCrawlGet started in 30 seconds.No credit card required. Explore everything for freeStart Free Trial

Linkedin Post Data Scraper | No Cookies Scraper API

XCrawl's Linkedin Post Data Scraper | No Cookies Scraper API empowers developers to scrape linkedin posts, profiles, and engagement metrics without cookies or logins. Bypass IP blocks and dynamic content challenges in linkedin scraping with our robust linkedin scraper api, delivering clean JSON data for seamless python linkedin scraper integrations and scalable web scraping linkedin solutions.

Start free trial
Contact Sales

What Can You Build With Linkedin Post Data Scraper | No Cookies Scraper API Scraper?

Build lead generation pipelines by scraping linkedin profiles for contact data, perform sentiment analysis on scrape linkedin posts to gauge industry trends, and track competitor insights using linkedin post scraper engagement metrics. Our linkedin data scraper api supercharges python linkedin scraper scripts for automated linkedin data extraction and dataset creation.

XCrawl

No Cookies Required

Effortlessly access public linkedin data without authentication, simplifying linkedin scraper api setups and ensuring compliance in your web scraping linkedin projects.

XCrawl

Real-time JSON Output

Receive structured linkedin post data, profiles, and comments in JSON format, perfect for python linkedin scraper processing and real-time dashboards.

XCrawl

Scalable Async Requests

Handle high-volume linkedin scraping with asynchronous endpoints, supporting linkedin scraper python libraries for efficient data extraction at scale.

XCrawl

Proxy Rotation Built-in

Avoid detection in scraping linkedin with automatic IP rotation, delivering reliable linkedin profile scraper results without blocks.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Linkedin Post Data Scraper | No Cookies Scraper API Scrapers

Access the most commonly used Linkedin Post Data Scraper | No Cookies Scraper API data types — fully structured, consistently formatted, and production-ready.

linkedin post scraper

Extract full post content, replies, and metrics from individual LinkedIn posts.

Scraping method:
  • post_id
  • post_text
  • likes_count
  • comments_count
  • shares_count
  • views
  • author_id
  • timestamp

linkedin profile scraper

Scrape comprehensive user profiles including bios and professional details.

Scraping method:
  • profile_id
  • full_name
  • headline
  • summary
  • location
  • industry
  • experience
  • skills

linkedin scraper api

Universal endpoint for custom LinkedIn data extraction via URLs.

Scraping method:
  • url
  • data_type
  • author_name
  • engagement_metrics
  • media_urls
  • post_replies
  • profile_links

scrape linkedin posts

Batch scrape multiple posts from user feeds or searches.

Scraping method:
  • posts_array
  • post_text
  • engagement_total
  • images
  • videos
  • reactions
  • publish_date

linkedin profile scraper api

Dedicated API for deep profile scraping and connections data.

Scraping method:
  • profile_url
  • bio
  • job_title
  • company
  • education
  • connections_count
  • endorsements

linkedin data scraper

Aggregate profiles, posts, and search results into datasets.

Scraping method:
  • search_query
  • results_count
  • profile_data
  • post_snippets
  • metrics_summary
  • export_timestamp

Linkedin Post Data Scraper | No Cookies Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Seamlessly integrate our RESTful linkedin scraper api into Python, Node.js, or any backend for programmatic linkedin scraping.

  • XCrawl
    Python SDK Ready
    Install via pip and start with linkedin scraper python examples for quick scrape linkedin profiles and posts.
  • XCrawl
    Async High-Volume
    Use async calls in python linkedin scraper to handle thousands of linkedin post scraper requests per minute.
  • XCrawl
    Custom Endpoints
    Tailor parameters for precise web scraping linkedin, like filtering by date or engagement.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Leverage our dashboard for no-code linkedin data extraction without writing a single line of code.

  • XCrawl
    Visual URL Selector
    Point-and-click to target linkedin posts or profiles for instant scraping linkedin setup.
  • XCrawl
    Automated Scheduling
    Set cron jobs to regularly scrape linkedin posts and receive fresh data extracts.
  • XCrawl
    Multi-Format Exports
    Download linkedin scraped data as CSV, JSON, or Excel for easy analysis.

Code examples

Retrieve Linkedin Post Data Scraper | No Cookies 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 Data Scraper | No Cookies 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

Explore more solutions

🐺 Google Play Reviews Scraper | Pay per Result Scraper API

Unlock the power of the Google Play Reviews Scraper API, a pay-per-result scraper API designed for backend developers. Effortlessly scrape Google Play reviews, bypassing IP blocks and parsing complex data into structured JSON. Perfect for google play scraper needs, google reviews scraper, and scrape google play without hassle using our robust google scraping API.

Learn More
F
Fast Instagram Profile Stats Checker Scraper API

The Fast Instagram Profile Stats Checker Scraper API empowers developers to scrape Instagram profiles, followers, and engagement metrics effortlessly. Bypass official Instagram API restrictions with our robust instagram scraper api, delivering clean JSON data without IP blocks or parsing hassles. Ideal for instagram profile scraper needs in Python or any backend.

Learn More
Y
Youtube Comment Scrapper Scraper API

XCrawl's YouTube Comment Scraper API is the premier youtube scraper API and web scraper for effortlessly extracting comments, threaded replies, and engagement metrics from YouTube videos and channels. Overcome parsing challenges, rate limits, and data inconsistencies with our reliable youtube comment scraper, delivering structured JSON via simple REST endpoints for youtube scraping python projects.

Learn More
l
lead scraper (email) Scraper API

XCrawl's Lead Scraper (Email) Scraper API is the premier email scraper tool for backend developers seeking to scrape emails from websites effortlessly. Our lead scraper API handles complex parsing, delivers accurate email extraction, and powers web scraping lead generation without IP blocks or manual hassle, providing clean JSON datasets for instant use.

Learn More
Y
Youtube to MP3 Downloader Scraper API

XCrawl's YouTube to MP3 Downloader Scraper API revolutionizes youtube scraping with a robust youtube scraper api. Effortlessly scrape youtube search results, extract video metadata, and access youtube to mp3 api endpoints. Overcome parsing challenges, rate limits, and blocks while integrating youtube scraper python or javascript youtube api for seamless youtube video scraping.

Learn More
S
Screenshot Taker Scraper API

XCrawl's Screenshot Taker Scraper API is your go-to web screenshot API for backend developers. Capture pixel-perfect screenshots of any website using python screenshot scripts, javascript screenshot api integrations, or node js screenshot tools. Overcome JavaScript rendering challenges, enable screenshot automation, and get instant JSON responses without hassle.

Learn More

What do our customers say?

★★★★★
5.0

Game-changer for our linkedin profile scraper needs. Clean JSON from scrape linkedin posts, integrated perfectly with python linkedin scraper.

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

Effortless linkedin scraper api setup. No cookies hassle, and the linkedin post scraper delivers spot-on engagement data.

Sarah Chen
Sarah Chen
Growth Marketer
★★★★★
5.0

Best linkedin data scraper for scale. Handles web scraping linkedin without blocks, fast and accurate.

Mike Thompson
Mike Thompson
CTO
★★★★★
4.8

Transformed our lead gen with linkedin profile scraper api. python linkedin scraper integration was a breeze.

Emma Lopez
Emma Lopez
Analytics Lead
★★★★★
4.9

Reliable for scraping linkedin profiles daily. linkedin scraper python lib saves us hours.

David Kim
David Kim
DevOps Engineer
★★★★★
5.0

Outstanding linkedin post scraper results. Structured data for quick insights.

Lisa Patel
Lisa Patel
Product Manager
★★★★★
4.7

Love the no cookies approach in this linkedin scraping api. Perfect for datasets.

John Morales
John Morales
BI Analyst
★★★★★
5.0

Scales beautifully for linkedin data extraction. Top-tier linkedin scraper tool.

Rachel Nguyen
Rachel Nguyen
Founder
★★★★★
4.9

Seamless scrape linkedin posts api. High-quality output every time.

Tom Wilson
Tom Wilson
Software Dev
★★★★★
4.8

Enabled precise linkedin profile scraping for targeting. Highly recommend.

Anna Kowalski
Anna Kowalski
Sales Director
★★★★★
5.0

Game-changer for our linkedin profile scraper needs. Clean JSON from scrape linkedin posts, integrated perfectly with python linkedin scraper.

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

Effortless linkedin scraper api setup. No cookies hassle, and the linkedin post scraper delivers spot-on engagement data.

Sarah Chen
Sarah Chen
Growth Marketer
★★★★★
5.0

Best linkedin data scraper for scale. Handles web scraping linkedin without blocks, fast and accurate.

Mike Thompson
Mike Thompson
CTO
★★★★★
4.8

Transformed our lead gen with linkedin profile scraper api. python linkedin scraper integration was a breeze.

Emma Lopez
Emma Lopez
Analytics Lead
★★★★★
4.9

Reliable for scraping linkedin profiles daily. linkedin scraper python lib saves us hours.

David Kim
David Kim
DevOps Engineer
★★★★★
5.0

Outstanding linkedin post scraper results. Structured data for quick insights.

Lisa Patel
Lisa Patel
Product Manager
★★★★★
4.7

Love the no cookies approach in this linkedin scraping api. Perfect for datasets.

John Morales
John Morales
BI Analyst
★★★★★
5.0

Scales beautifully for linkedin data extraction. Top-tier linkedin scraper tool.

Rachel Nguyen
Rachel Nguyen
Founder
★★★★★
4.9

Seamless scrape linkedin posts api. High-quality output every time.

Tom Wilson
Tom Wilson
Software Dev
★★★★★
4.8

Enabled precise linkedin profile scraping for targeting. Highly recommend.

Anna Kowalski
Anna Kowalski
Sales Director
★★★★★
5.0

Game-changer for our linkedin profile scraper needs. Clean JSON from scrape linkedin posts, integrated perfectly with python linkedin scraper.

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

Effortless linkedin scraper api setup. No cookies hassle, and the linkedin post scraper delivers spot-on engagement data.

Sarah Chen
Sarah Chen
Growth Marketer
★★★★★
5.0

Best linkedin data scraper for scale. Handles web scraping linkedin without blocks, fast and accurate.

Mike Thompson
Mike Thompson
CTO
★★★★★
4.8

Transformed our lead gen with linkedin profile scraper api. python linkedin scraper integration was a breeze.

Emma Lopez
Emma Lopez
Analytics Lead
★★★★★
4.9

Reliable for scraping linkedin profiles daily. linkedin scraper python lib saves us hours.

David Kim
David Kim
DevOps Engineer
★★★★★
5.0

Outstanding linkedin post scraper results. Structured data for quick insights.

Lisa Patel
Lisa Patel
Product Manager
★★★★★
4.7

Love the no cookies approach in this linkedin scraping api. Perfect for datasets.

John Morales
John Morales
BI Analyst
★★★★★
5.0

Scales beautifully for linkedin data extraction. Top-tier linkedin scraper tool.

Rachel Nguyen
Rachel Nguyen
Founder
★★★★★
4.9

Seamless scrape linkedin posts api. High-quality output every time.

Tom Wilson
Tom Wilson
Software Dev
★★★★★
4.8

Enabled precise linkedin profile scraping for targeting. Highly recommend.

Anna Kowalski
Anna Kowalski
Sales Director
★★★★★
5.0

Game-changer for our linkedin profile scraper needs. Clean JSON from scrape linkedin posts, integrated perfectly with python linkedin scraper.

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

Effortless linkedin scraper api setup. No cookies hassle, and the linkedin post scraper delivers spot-on engagement data.

Sarah Chen
Sarah Chen
Growth Marketer
★★★★★
5.0

Best linkedin data scraper for scale. Handles web scraping linkedin without blocks, fast and accurate.

Mike Thompson
Mike Thompson
CTO
★★★★★
4.8

Transformed our lead gen with linkedin profile scraper api. python linkedin scraper integration was a breeze.

Emma Lopez
Emma Lopez
Analytics Lead
★★★★★
4.9

Reliable for scraping linkedin profiles daily. linkedin scraper python lib saves us hours.

David Kim
David Kim
DevOps Engineer
★★★★★
5.0

Outstanding linkedin post scraper results. Structured data for quick insights.

Lisa Patel
Lisa Patel
Product Manager
★★★★★
4.7

Love the no cookies approach in this linkedin scraping api. Perfect for datasets.

John Morales
John Morales
BI Analyst
★★★★★
5.0

Scales beautifully for linkedin data extraction. Top-tier linkedin scraper tool.

Rachel Nguyen
Rachel Nguyen
Founder
★★★★★
4.9

Seamless scrape linkedin posts api. High-quality output every time.

Tom Wilson
Tom Wilson
Software Dev
★★★★★
4.8

Enabled precise linkedin profile scraping for targeting. Highly recommend.

Anna Kowalski
Anna Kowalski
Sales 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 Post Data Scraper | No Cookies Scraper API work?
Our cloud-based system uses headless browsers and rotating proxies to fetch public LinkedIn pages, parse dynamic content, and return structured JSON via REST API—no cookies or logins required.
What determines the pricing model?
Pricing is based on successful API requests, data volume extracted, concurrency levels, and optional premium features like higher speed or custom scheduling.
What data coverage and limitations apply?
Covers public posts, profiles, comments, engagement metrics, and search results. Limited to publicly accessible data; no private or login-walled content.
Is using this scraper legal and compliant?
Strictly designed for public data only, respecting LinkedIn's robots.txt and TOS. Always consult legal advice and avoid excessive scraping to maintain compliance.
What integration support is available?
Comprehensive docs, Python/JS SDKs, code samples for linkedin scraper python, and 24/7 support for seamless linkedin scraper api onboarding.

Get the data you need.

Let us handle the data collection while you focus on your work.

Start for Free