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LinkedIn Post Like Scraper (fullName, headline, urls etc...) Scraper API

XCrawl's LinkedIn Post Like Scraper API empowers developers to scrape linkedin posts effortlessly, extracting fullName, headline, URLs, likes, and engagement metrics. Bypass IP blocking and parsing challenges with our robust linkedin scraper api, delivering clean JSON data for linkedin scraping python projects or any backend integration.

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What Can You Build With LinkedIn Post Like Scraper (fullName, headline, urls etc...) Scraper API Scraper?

Build real-time engagement trackers analyzing like counts on linkedin posts for marketing insights. Create lead generation tools by scraping linkedin data from post interactions and user profiles. Monitor competitor activity with automated scrape linkedin posts workflows, extracting headlines, URLs, and comments for competitive intelligence.

XCrawl

Real-Time JSON Data

Receive structured linkedin scraped data instantly via REST API, including fullName, headlines, like counts, and URLs for seamless python linkedin scraper integration.

XCrawl

Python SDK Ready

Effortlessly integrate our linkedin scraper python library with async requests, handling large-scale linkedin data extraction without rate limits.

XCrawl

Anti-Detection Proxies

Rotate IPs automatically to avoid blocks during linkedin scraping, ensuring reliable access to post likes, comments, and media URLs.

XCrawl

Scalable Post Parsing

Process thousands of scrape linkedin posts daily, delivering precise datasets with engagement metrics for advanced analytics.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available LinkedIn Post Like Scraper (fullName, headline, urls etc...) Scraper API Scrapers

Access the most commonly used LinkedIn Post Like Scraper (fullName, headline, urls etc...) Scraper API data types — fully structured, consistently formatted, and production-ready.

linkedin post scraper

Extract likes, fullName, headlines from individual LinkedIn posts via simple URL input.

Scraping method:
  • fullName
  • headline
  • likeCount
  • postUrl
  • commentCount
  • mediaUrls
  • timestamp
  • engagementRate

linkedin scraper api

RESTful API endpoint for bulk linkedin scraping of post data and user interactions.

Scraping method:
  • authorFullName
  • postHeadline
  • likeCount
  • url
  • profileUrl
  • shareCount
  • viewCount

scrape linkedin posts

Targeted scraper for linkedin posts, pulling embedded URLs and full engagement details.

Scraping method:
  • headline
  • fullName
  • embeddedUrls
  • likes
  • replies
  • timestamp
  • postId

linkedin data scraper

Comprehensive tool to scrape linkedin data including post likes and author bios.

Scraping method:
  • userFullName
  • bioSnippet
  • postUrls
  • likeMetrics
  • headlineText
  • mediaLinks
  • interactionCount

linkedin posts scraper

High-volume scraper for linkedin posts scraper workflows, focusing on likes and shares.

Scraping method:
  • postHeadline
  • authorName
  • likeCount
  • shareCount
  • urlList
  • commentThreads
  • publishDate

linkedin scraper tool

All-in-one linkedin scraper tool for extracting post headlines, URLs, and engagement stats.

Scraping method:
  • fullName
  • headline
  • urls
  • likes
  • views
  • reactions
  • postLink

LinkedIn Post Like Scraper (fullName, headline, urls etc...) Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Seamlessly integrate our LinkedIn Post Like Scraper API with REST endpoints for developers.

  • XCrawl
    Python Integration
    Use linkedin scraper python SDK for quick setup, handling authentication and data parsing effortlessly.
  • XCrawl
    Async Requests
    Support high-throughput linkedin scraping with asynchronous calls to scrape linkedin posts in parallel.
  • XCrawl
    JSON Output
    Directly parse linkedin scraped data into structured JSON for database insertion or analysis.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

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

  • XCrawl
    Visual URL Input
    Paste post URLs and select fields like fullName, headline, likes for instant scraping.
  • XCrawl
    Scheduled Scrapes
    Automate daily linkedin post scraper runs to track engagement over time.
  • XCrawl
    CSV Export
    Download linkedin datasets in CSV or Excel for easy sharing and reporting.

Code examples

Retrieve LinkedIn Post Like Scraper (fullName, headline, urls etc...) 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 Like Scraper (fullName, headline, urls etc...) 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

This linkedin post scraper transformed our analytics pipeline. Fast, reliable JSON data on likes and headlines every time.

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

Perfect for scrape linkedin posts in bulk. The linkedin scraper python integration saved us weeks of dev time.

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

Outstanding linkedin scraper api. Extracted fullName, URLs, and engagement metrics flawlessly without bans.

Mike Thompson
Mike Thompson
CTO
★★★★★
4.8

Linkedin data scraper delivers premium datasets. Easy to build post engagement trackers.

Emma Lopez
Emma Lopez
Marketing Analyst
★★★★★
4.9

Linkedin posts scraper handles scale perfectly. Accurate likes and comment data for our dashboard.

David Kim
David Kim
Backend Developer
★★★★★
5.0

Best linkedin scraping tool for extracting headlines and URLs. Game-changer for competitor analysis.

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

Seamless linkedin scraper python setup. High-quality scraped data for ML models.

John Morales
John Morales
AI Researcher
★★★★★
5.0

Scrape linkedin posts effortlessly. FullName and like counts fuel our lead gen perfectly.

Rachel Nguyen
Rachel Nguyen
Sales Ops Lead
★★★★★
4.9

Reliable linkedin data extraction. No more manual scraping headaches.

Tom Bradley
Tom Bradley
DevOps Engineer
★★★★★
5.0

Linkedin scraper api provides fresh post data daily. Exceptional accuracy and speed.

Anna Sokolov
Anna Sokolov
Business Intelligence
★★★★★
5.0

This linkedin post scraper transformed our analytics pipeline. Fast, reliable JSON data on likes and headlines every time.

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

Perfect for scrape linkedin posts in bulk. The linkedin scraper python integration saved us weeks of dev time.

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

Outstanding linkedin scraper api. Extracted fullName, URLs, and engagement metrics flawlessly without bans.

Mike Thompson
Mike Thompson
CTO
★★★★★
4.8

Linkedin data scraper delivers premium datasets. Easy to build post engagement trackers.

Emma Lopez
Emma Lopez
Marketing Analyst
★★★★★
4.9

Linkedin posts scraper handles scale perfectly. Accurate likes and comment data for our dashboard.

David Kim
David Kim
Backend Developer
★★★★★
5.0

Best linkedin scraping tool for extracting headlines and URLs. Game-changer for competitor analysis.

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

Seamless linkedin scraper python setup. High-quality scraped data for ML models.

John Morales
John Morales
AI Researcher
★★★★★
5.0

Scrape linkedin posts effortlessly. FullName and like counts fuel our lead gen perfectly.

Rachel Nguyen
Rachel Nguyen
Sales Ops Lead
★★★★★
4.9

Reliable linkedin data extraction. No more manual scraping headaches.

Tom Bradley
Tom Bradley
DevOps Engineer
★★★★★
5.0

Linkedin scraper api provides fresh post data daily. Exceptional accuracy and speed.

Anna Sokolov
Anna Sokolov
Business Intelligence
★★★★★
5.0

This linkedin post scraper transformed our analytics pipeline. Fast, reliable JSON data on likes and headlines every time.

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

Perfect for scrape linkedin posts in bulk. The linkedin scraper python integration saved us weeks of dev time.

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

Outstanding linkedin scraper api. Extracted fullName, URLs, and engagement metrics flawlessly without bans.

Mike Thompson
Mike Thompson
CTO
★★★★★
4.8

Linkedin data scraper delivers premium datasets. Easy to build post engagement trackers.

Emma Lopez
Emma Lopez
Marketing Analyst
★★★★★
4.9

Linkedin posts scraper handles scale perfectly. Accurate likes and comment data for our dashboard.

David Kim
David Kim
Backend Developer
★★★★★
5.0

Best linkedin scraping tool for extracting headlines and URLs. Game-changer for competitor analysis.

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

Seamless linkedin scraper python setup. High-quality scraped data for ML models.

John Morales
John Morales
AI Researcher
★★★★★
5.0

Scrape linkedin posts effortlessly. FullName and like counts fuel our lead gen perfectly.

Rachel Nguyen
Rachel Nguyen
Sales Ops Lead
★★★★★
4.9

Reliable linkedin data extraction. No more manual scraping headaches.

Tom Bradley
Tom Bradley
DevOps Engineer
★★★★★
5.0

Linkedin scraper api provides fresh post data daily. Exceptional accuracy and speed.

Anna Sokolov
Anna Sokolov
Business Intelligence
★★★★★
5.0

This linkedin post scraper transformed our analytics pipeline. Fast, reliable JSON data on likes and headlines every time.

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

Perfect for scrape linkedin posts in bulk. The linkedin scraper python integration saved us weeks of dev time.

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

Outstanding linkedin scraper api. Extracted fullName, URLs, and engagement metrics flawlessly without bans.

Mike Thompson
Mike Thompson
CTO
★★★★★
4.8

Linkedin data scraper delivers premium datasets. Easy to build post engagement trackers.

Emma Lopez
Emma Lopez
Marketing Analyst
★★★★★
4.9

Linkedin posts scraper handles scale perfectly. Accurate likes and comment data for our dashboard.

David Kim
David Kim
Backend Developer
★★★★★
5.0

Best linkedin scraping tool for extracting headlines and URLs. Game-changer for competitor analysis.

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

Seamless linkedin scraper python setup. High-quality scraped data for ML models.

John Morales
John Morales
AI Researcher
★★★★★
5.0

Scrape linkedin posts effortlessly. FullName and like counts fuel our lead gen perfectly.

Rachel Nguyen
Rachel Nguyen
Sales Ops Lead
★★★★★
4.9

Reliable linkedin data extraction. No more manual scraping headaches.

Tom Bradley
Tom Bradley
DevOps Engineer
★★★★★
5.0

Linkedin scraper api provides fresh post data daily. Exceptional accuracy and speed.

Anna Sokolov
Anna Sokolov
Business Intelligence
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 Like Scraper API work?
Submit post URLs via REST API or dashboard; our crawlers fetch, parse, and return JSON with fullName, headline, likes, URLs, and more, handling anti-bot measures automatically.
What determines the pricing model?
Pricing scales by successful credits used, factoring request volume, data depth (e.g., likes, comments), and concurrency needs for linkedin scraping.
What data coverage and limitations apply?
Covers public LinkedIn posts: fullName, headlines, URLs, engagement metrics. Private content or login-walled data unavailable; focuses on post likes and interactions.
Is using this scraper legal and compliant?
Designed for public data only, respecting robots.txt and ToS where possible. Always consult legal experts; we do not access private profiles or encourage violations.
What integration support is available?
Full docs, Python/Node.js SDKs, and API playground. Community forums and priority support for enterprise linkedin scraper api users.

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