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LinkedIn Post & Comments Scraper ✅ No cookies Scraper API

XCrawl's LinkedIn Post & Comments Scraper API revolutionizes linkedin scraping without cookies or logins. Effortlessly scrape linkedin posts, comments, and engagement metrics using our linkedin scraper api. Bypass rate limits, IP blocks, and parsing challenges with reliable, structured JSON data for your linkedin data extraction needs.

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What Can You Build With LinkedIn Post & Comments Scraper ✅ No cookies Scraper API Scraper?

Build sentiment analysis tools by scraping linkedin comments scraper data, create lead generation pipelines with linkedin post scraper insights from user interactions, and develop competitor tracking dashboards using real-time scrape linkedin posts metrics and engagement data from our linkedin scraping api.

XCrawl

No Cookies Required

Access public LinkedIn posts and comments via linkedin scraper api without authentication hassles, simplifying setup for python linkedin scraper scripts.

XCrawl

JSON Structured Output

Receive clean, parseable JSON from linkedin scraping api endpoints, perfect for integrating into datasets or real-time linkedin data scraper applications.

XCrawl

Python Integration Ready

Seamless linkedin scraper python support with async requests, enabling fast scraping linkedin data for machine learning models or analytics pipelines.

XCrawl

Scalable Real-time Scraping

Handle high-volume linkedin data scraping with rate-limit evasion, delivering fresh post and comment data for dynamic web scraping linkedin dashboards.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available LinkedIn Post & Comments Scraper ✅ No cookies Scraper API Scrapers

Access the most commonly used LinkedIn Post & Comments Scraper ✅ No cookies Scraper API data types — fully structured, consistently formatted, and production-ready.

linkedin post scraper

Extract detailed LinkedIn posts including text, media, and reactions without cookies.

Scraping method:
  • post_url
  • author_name
  • post_text
  • reaction_count
  • comment_count
  • timestamp
  • media_urls
  • shares

linkedin comments scraper

Fetch threaded comments and replies on LinkedIn posts with full metadata.

Scraping method:
  • comment_id
  • author_profile
  • comment_text
  • likes
  • replies
  • timestamp
  • parent_id

scrape linkedin posts

Bulk scrape multiple LinkedIn posts from profiles or feeds via simple API calls.

Scraping method:
  • post_id
  • content
  • engagement_metrics
  • author_id
  • publish_date
  • images
  • videos

linkedin scraper api

Core REST API for comprehensive LinkedIn post and comment data extraction.

Scraping method:
  • api_response
  • post_details
  • comments_array
  • user_info
  • metrics
  • raw_html

linkedin data scraper

Pull structured LinkedIn data for posts, engagement, and profiles efficiently.

Scraping method:
  • dataset_id
  • post_content
  • user_bio
  • engagement_data
  • comment_threads
  • media_links

linkedin scraping api

Scalable API endpoint for ongoing LinkedIn scraping tasks and datasets.

Scraping method:
  • scrape_job_id
  • posts_extracted
  • comments_total
  • success_rate
  • errors
  • export_url

LinkedIn Post & Comments Scraper ✅ No cookies Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate our linkedin scraper api directly into Python or Node.js apps for automated linkedin scraping.

  • XCrawl
    Python SDK
    Use linkedin scraper python libraries for one-line setup and async scraping linkedin posts.
  • XCrawl
    Custom Endpoints
    Tailor requests for linkedin comments scraper with parameters for depth and frequency.
  • XCrawl
    JSON Parsing
    Instantly process structured data from web scraping linkedin into your databases.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Leverage the intuitive dashboard for no-code linkedin data scraper workflows.

  • XCrawl
    Visual Selection
    Point-and-click to target specific linkedin posts and comments for extraction.
  • XCrawl
    Scheduled Runs
    Automate recurring scrapes of scrape linkedin data at set intervals.
  • XCrawl
    CSV/JSON Export
    Download linkedin scraped data ready for Excel, BI tools, or datasets.

Code examples

Retrieve LinkedIn Post & Comments 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 & Comments 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

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What do our customers say?

★★★★★
5.0

The linkedin post scraper is a game-changer – fast, reliable JSON data without cookies. Perfect for our python linkedin scraper pipelines.

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

Easily scrape linkedin comments for sentiment analysis. linkedin scraper api delivers high-quality datasets every time.

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

Integrated linkedin scraping api in hours. No IP blocks, just clean scrape linkedin posts data.

Mike Thompson
Mike Thompson
DevOps Lead
★★★★★
4.8

Love the structured output from linkedin data scraper. Built engagement dashboards effortlessly.

Emma Patel
Emma Patel
BI Analyst
★★★★★
5.0

Linkedin scraper python support is top-notch. Accurate linkedin data extraction for our models.

David Kim
David Kim
ML Engineer
★★★★★
4.9

Scalable web scraping linkedin without hassle. Great for tracking post metrics.

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

Linkedin comments scraper handles threads perfectly. Fast integration and reliable.

Raj Singh
Raj Singh
Full-stack Developer
★★★★★
4.7

Transformed our lead gen with scrape linkedin data. No cookies made it simple.

Olivia Grant
Olivia Grant
Marketing Analyst
★★★★★
5.0

Best linkedin scraping tool for datasets. High uptime and precise parsing.

Tom Harris
Tom Harris
CTO
★★★★★
4.9

Linkedin post api delivers real-time engagement data. Essential for our analytics.

Nina Lopez
Nina Lopez
Data Scientist
★★★★★
5.0

The linkedin post scraper is a game-changer – fast, reliable JSON data without cookies. Perfect for our python linkedin scraper pipelines.

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

Easily scrape linkedin comments for sentiment analysis. linkedin scraper api delivers high-quality datasets every time.

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

Integrated linkedin scraping api in hours. No IP blocks, just clean scrape linkedin posts data.

Mike Thompson
Mike Thompson
DevOps Lead
★★★★★
4.8

Love the structured output from linkedin data scraper. Built engagement dashboards effortlessly.

Emma Patel
Emma Patel
BI Analyst
★★★★★
5.0

Linkedin scraper python support is top-notch. Accurate linkedin data extraction for our models.

David Kim
David Kim
ML Engineer
★★★★★
4.9

Scalable web scraping linkedin without hassle. Great for tracking post metrics.

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

Linkedin comments scraper handles threads perfectly. Fast integration and reliable.

Raj Singh
Raj Singh
Full-stack Developer
★★★★★
4.7

Transformed our lead gen with scrape linkedin data. No cookies made it simple.

Olivia Grant
Olivia Grant
Marketing Analyst
★★★★★
5.0

Best linkedin scraping tool for datasets. High uptime and precise parsing.

Tom Harris
Tom Harris
CTO
★★★★★
4.9

Linkedin post api delivers real-time engagement data. Essential for our analytics.

Nina Lopez
Nina Lopez
Data Scientist
★★★★★
5.0

The linkedin post scraper is a game-changer – fast, reliable JSON data without cookies. Perfect for our python linkedin scraper pipelines.

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

Easily scrape linkedin comments for sentiment analysis. linkedin scraper api delivers high-quality datasets every time.

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

Integrated linkedin scraping api in hours. No IP blocks, just clean scrape linkedin posts data.

Mike Thompson
Mike Thompson
DevOps Lead
★★★★★
4.8

Love the structured output from linkedin data scraper. Built engagement dashboards effortlessly.

Emma Patel
Emma Patel
BI Analyst
★★★★★
5.0

Linkedin scraper python support is top-notch. Accurate linkedin data extraction for our models.

David Kim
David Kim
ML Engineer
★★★★★
4.9

Scalable web scraping linkedin without hassle. Great for tracking post metrics.

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

Linkedin comments scraper handles threads perfectly. Fast integration and reliable.

Raj Singh
Raj Singh
Full-stack Developer
★★★★★
4.7

Transformed our lead gen with scrape linkedin data. No cookies made it simple.

Olivia Grant
Olivia Grant
Marketing Analyst
★★★★★
5.0

Best linkedin scraping tool for datasets. High uptime and precise parsing.

Tom Harris
Tom Harris
CTO
★★★★★
4.9

Linkedin post api delivers real-time engagement data. Essential for our analytics.

Nina Lopez
Nina Lopez
Data Scientist
★★★★★
5.0

The linkedin post scraper is a game-changer – fast, reliable JSON data without cookies. Perfect for our python linkedin scraper pipelines.

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

Easily scrape linkedin comments for sentiment analysis. linkedin scraper api delivers high-quality datasets every time.

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

Integrated linkedin scraping api in hours. No IP blocks, just clean scrape linkedin posts data.

Mike Thompson
Mike Thompson
DevOps Lead
★★★★★
4.8

Love the structured output from linkedin data scraper. Built engagement dashboards effortlessly.

Emma Patel
Emma Patel
BI Analyst
★★★★★
5.0

Linkedin scraper python support is top-notch. Accurate linkedin data extraction for our models.

David Kim
David Kim
ML Engineer
★★★★★
4.9

Scalable web scraping linkedin without hassle. Great for tracking post metrics.

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

Linkedin comments scraper handles threads perfectly. Fast integration and reliable.

Raj Singh
Raj Singh
Full-stack Developer
★★★★★
4.7

Transformed our lead gen with scrape linkedin data. No cookies made it simple.

Olivia Grant
Olivia Grant
Marketing Analyst
★★★★★
5.0

Best linkedin scraping tool for datasets. High uptime and precise parsing.

Tom Harris
Tom Harris
CTO
★★★★★
4.9

Linkedin post api delivers real-time engagement data. Essential for our analytics.

Nina Lopez
Nina Lopez
Data Scientist
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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 Post & Comments Scraper API work?
Send POST requests with post URLs to our endpoints; receive structured JSON of posts, comments, and metrics without cookies or logins via RESTful linkedin scraper api.
What determines the pricing model?
Pricing is credit-based, factoring successful requests, data volume (posts/comments), frequency, and premium features like priority queues.
What data coverage and limitations apply?
Covers public LinkedIn posts, comments, profiles, and engagement; no private or login-walled content. Rate limits apply per plan.
Is this legal and compliant?
Designed for public data only – ensure your use complies with LinkedIn's ToS and local laws; we focus on ethical linkedin data scraping.
What integration support is available?
SDKs for Python (linkedin scraper python), Node.js, cURL examples, and docs for quick linkedin api integration.

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