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Linkedin Post Comments,Replies,Engagements Scraper | No Cookies Scraper API

XCrawl's Linkedin Post Comments,Replies,Engagements Scraper | No Cookies Scraper API revolutionizes linkedin scraping by extracting post data without cookies or logins. Bypass IP blocks and parsing complexities with our linkedin scraper api, delivering clean JSON for comments, threaded replies, and engagement metrics effortlessly for backend developers.

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What Can You Build With Linkedin Post Comments,Replies,Engagements Scraper | No Cookies Scraper API Scraper?

Build sentiment analysis tools with linkedin comments scraper data from threaded replies. Create lead generation pipelines by extracting user profiles from post engagements using scrape linkedin posts endpoints. Develop competitive intelligence dashboards tracking linkedin post scraper metrics like likes, shares, and replies for real-time insights.

XCrawl

No Cookies Required

Access public linkedin data via our linkedin scraper api without authentication hassles, ensuring seamless integration for python linkedin scraper scripts and high-volume linkedin data extraction.

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Real-Time JSON Datasets

Get structured linkedin scraped data in JSON format instantly, perfect for building apps with linkedin post scraper, comments, and engagement metrics using async requests.

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Python & JS Integration

Effortlessly integrate with linkedin scraper python libraries or Node.js, supporting linkedin api scraping for scalable linkedin data scraper workflows and custom parsers.

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Anti-Block Technology

Smart proxies and rate limiting prevent bans during intensive linkedin web scraping, delivering reliable linkedin scraping api results for posts and replies.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Linkedin Post Comments,Replies,Engagements Scraper | No Cookies Scraper API Scrapers

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

linkedin post scraper

Extract full post content, author details, and metadata without cookies.

Scraping method:
  • post_id
  • author_profile
  • content_text
  • timestamp
  • media_urls
  • visibility

linkedin comments scraper

Pull top-level comments with user info and reaction counts from any post.

Scraping method:
  • comment_id
  • commenter_name
  • comment_text
  • reply_count
  • likes
  • timestamp

scrape linkedin posts

Batch scrape multiple posts by URL, including engagements and shares.

Scraping method:
  • post_url
  • shares
  • views
  • engagements
  • hashtags
  • author_id
  • publish_date

linkedin scraper api

Core API endpoint for posts, comments, replies, and engagement metrics.

Scraping method:
  • api_response
  • status_code
  • rate_limit
  • error_msg
  • data_batch_size

linkedin data scraper

Comprehensive extraction of threaded replies and user bios from comments.

Scraping method:
  • reply_id
  • parent_comment_id
  • reply_text
  • user_bio
  • profile_url
  • reactions

python linkedin scraper

Optimized for Python scripts to fetch post engagements and reply chains.

Scraping method:
  • engagement_total
  • like_count
  • comment_count
  • share_count
  • python_compat
  • async_support

Linkedin Post Comments,Replies,Engagements Scraper | No Cookies Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate via RESTful linkedin scraper api endpoints for programmatic access.

  • XCrawl
    Python SDK Ready
    Use linkedin scraper python wrappers for quick setup in scripts, handling pagination and retries automatically.
  • XCrawl
    Async Requests Supported
    Scale with async calls to scrape linkedin posts and comments at high speeds without blocking.
  • XCrawl
    JSON Webhooks
    Stream linkedin data extraction results directly to your backend via customizable webhooks.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use our intuitive dashboard for visual linkedin scraping without writing code.

  • XCrawl
    Visual Post Selector
    Point-and-click to select linkedin posts, comments, and replies for instant scraping.
  • XCrawl
    Automated Scheduling
    Set cron jobs to regularly update linkedin scraped data datasets on autopilot.
  • XCrawl
    CSV/Excel Exports
    Download engagement metrics and reply threads in ready-to-analyze spreadsheet formats.

Code examples

Retrieve Linkedin Post Comments,Replies,Engagements 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,Replies,Engagements 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.

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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

This linkedin scraper api transformed our post analysis—fast, accurate JSON datasets without cookies. Perfect for python linkedin scraper integrations.

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

Scraping linkedin comments and replies has never been easier. linkedin post scraper delivers high-quality data extraction every time.

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

Integrated linkedin scraper python seamlessly; no IP blocks, real-time engagements. Best tool for linkedin data scraping.

Mike Chen
Mike Chen
Backend Developer
★★★★★
4.8

Linkedin comments scraper provides threaded replies and metrics flawlessly. Huge time-saver for our datasets.

Emma Patel
Emma Patel
Analytics Lead
★★★★★
5.0

Scalable linkedin scraper api for posts and engagements. No cookies needed—pure reliability.

David Lopez
David Lopez
CTO
★★★★★
4.9

Extract linkedin data scraper insights effortlessly. scrape linkedin posts works like a charm for campaigns.

Lisa Wong
Lisa Wong
Marketing Analyst
★★★★★
5.0

Python linkedin scraper integration was instant. Clean JSON for comments and replies—top-notch.

Raj Singh
Raj Singh
Full-Stack Dev
★★★★★
4.7

Linkedin post scraper handles engagements perfectly. Great for competitive intel without hassle.

Nina Foster
Nina Foster
Product Manager
★★★★★
5.0

Linkedin data extraction at scale. No blocks, precise parsing—highly recommend this scraper.

Tom Bradley
Tom Bradley
Data Scientist
★★★★★
4.9

Linkedin scraper api unlocked post comments data. Fast and dataset quality is exceptional.

Olivia Grant
Olivia Grant
SEO Specialist
★★★★★
5.0

This linkedin scraper api transformed our post analysis—fast, accurate JSON datasets without cookies. Perfect for python linkedin scraper integrations.

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

Scraping linkedin comments and replies has never been easier. linkedin post scraper delivers high-quality data extraction every time.

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

Integrated linkedin scraper python seamlessly; no IP blocks, real-time engagements. Best tool for linkedin data scraping.

Mike Chen
Mike Chen
Backend Developer
★★★★★
4.8

Linkedin comments scraper provides threaded replies and metrics flawlessly. Huge time-saver for our datasets.

Emma Patel
Emma Patel
Analytics Lead
★★★★★
5.0

Scalable linkedin scraper api for posts and engagements. No cookies needed—pure reliability.

David Lopez
David Lopez
CTO
★★★★★
4.9

Extract linkedin data scraper insights effortlessly. scrape linkedin posts works like a charm for campaigns.

Lisa Wong
Lisa Wong
Marketing Analyst
★★★★★
5.0

Python linkedin scraper integration was instant. Clean JSON for comments and replies—top-notch.

Raj Singh
Raj Singh
Full-Stack Dev
★★★★★
4.7

Linkedin post scraper handles engagements perfectly. Great for competitive intel without hassle.

Nina Foster
Nina Foster
Product Manager
★★★★★
5.0

Linkedin data extraction at scale. No blocks, precise parsing—highly recommend this scraper.

Tom Bradley
Tom Bradley
Data Scientist
★★★★★
4.9

Linkedin scraper api unlocked post comments data. Fast and dataset quality is exceptional.

Olivia Grant
Olivia Grant
SEO Specialist
★★★★★
5.0

This linkedin scraper api transformed our post analysis—fast, accurate JSON datasets without cookies. Perfect for python linkedin scraper integrations.

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

Scraping linkedin comments and replies has never been easier. linkedin post scraper delivers high-quality data extraction every time.

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

Integrated linkedin scraper python seamlessly; no IP blocks, real-time engagements. Best tool for linkedin data scraping.

Mike Chen
Mike Chen
Backend Developer
★★★★★
4.8

Linkedin comments scraper provides threaded replies and metrics flawlessly. Huge time-saver for our datasets.

Emma Patel
Emma Patel
Analytics Lead
★★★★★
5.0

Scalable linkedin scraper api for posts and engagements. No cookies needed—pure reliability.

David Lopez
David Lopez
CTO
★★★★★
4.9

Extract linkedin data scraper insights effortlessly. scrape linkedin posts works like a charm for campaigns.

Lisa Wong
Lisa Wong
Marketing Analyst
★★★★★
5.0

Python linkedin scraper integration was instant. Clean JSON for comments and replies—top-notch.

Raj Singh
Raj Singh
Full-Stack Dev
★★★★★
4.7

Linkedin post scraper handles engagements perfectly. Great for competitive intel without hassle.

Nina Foster
Nina Foster
Product Manager
★★★★★
5.0

Linkedin data extraction at scale. No blocks, precise parsing—highly recommend this scraper.

Tom Bradley
Tom Bradley
Data Scientist
★★★★★
4.9

Linkedin scraper api unlocked post comments data. Fast and dataset quality is exceptional.

Olivia Grant
Olivia Grant
SEO Specialist
★★★★★
5.0

This linkedin scraper api transformed our post analysis—fast, accurate JSON datasets without cookies. Perfect for python linkedin scraper integrations.

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

Scraping linkedin comments and replies has never been easier. linkedin post scraper delivers high-quality data extraction every time.

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

Integrated linkedin scraper python seamlessly; no IP blocks, real-time engagements. Best tool for linkedin data scraping.

Mike Chen
Mike Chen
Backend Developer
★★★★★
4.8

Linkedin comments scraper provides threaded replies and metrics flawlessly. Huge time-saver for our datasets.

Emma Patel
Emma Patel
Analytics Lead
★★★★★
5.0

Scalable linkedin scraper api for posts and engagements. No cookies needed—pure reliability.

David Lopez
David Lopez
CTO
★★★★★
4.9

Extract linkedin data scraper insights effortlessly. scrape linkedin posts works like a charm for campaigns.

Lisa Wong
Lisa Wong
Marketing Analyst
★★★★★
5.0

Python linkedin scraper integration was instant. Clean JSON for comments and replies—top-notch.

Raj Singh
Raj Singh
Full-Stack Dev
★★★★★
4.7

Linkedin post scraper handles engagements perfectly. Great for competitive intel without hassle.

Nina Foster
Nina Foster
Product Manager
★★★★★
5.0

Linkedin data extraction at scale. No blocks, precise parsing—highly recommend this scraper.

Tom Bradley
Tom Bradley
Data Scientist
★★★★★
4.9

Linkedin scraper api unlocked post comments data. Fast and dataset quality is exceptional.

Olivia Grant
Olivia Grant
SEO 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
XCrawlBest Value Award

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 with comments, replies, and engagements parsed from public pages via headless browsers.
What factors determine pricing?
Pricing scales by request volume, data fields extracted (e.g., full threads vs. summaries), concurrency needs, and storage for historical linkedin scraped data.
What data coverage and limitations apply?
Covers public posts, comments, replies, engagements, and profiles; private content inaccessible. Rate limits apply to mimic human behavior.
Is this compliant and legal?
Designed for public data only, respecting robots.txt and ToS where possible. Users ensure compliance; we provide tools, not legal advice.
What integration support is available?
SDKs for Python, Node.js; detailed docs, API playground, and Slack support for linkedin scraper python setups and custom endpoints.

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