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Linkedin comment Scraper API

XCrawl's Linkedin Comment Scraper API revolutionizes linkedin scraping by delivering structured data from comments, posts, and profiles via a robust linkedin scraper api. Bypass anti-bot protections, rate limits, and parsing complexities with our linkedin scraping api, ideal for web scraping linkedin in Python or any backend setup.

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What Can You Build With Linkedin comment Scraper API Scraper?

Build lead generation tools by scraping linkedin profiles and comments for targeted outreach. Perform sentiment analysis on scrape linkedin posts and threaded replies using our linkedin comments scraper. Track competitor engagement metrics and create linkedin datasets for market intelligence with precise linkedin data extraction.

XCrawl

Real-Time JSON Data

Access structured linkedin scraped data instantly via REST endpoints, perfect for linkedin api integration and real-time dashboards without manual parsing.

XCrawl

Python SDK Ready

Seamless linkedin scraper python support with async requests, enabling fast scraping linkedin scripts for high-volume linkedin data scraping.

XCrawl

Anti-Bot Evasion

Automatically handle LinkedIn defenses for reliable web scraping linkedin, delivering accurate datasets from posts and comments every time.

XCrawl

Scalable Extraction

Extract data from linkedin at scale with proxy rotation, supporting linkedin scraping tools for massive linkedin dataset generation.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Linkedin comment Scraper API Scrapers

Access the most commonly used Linkedin comment Scraper API data types — fully structured, consistently formatted, and production-ready.

linkedin comments scraper

Extract threaded comments, replies, and engagement from LinkedIn posts via simple API calls.

Scraping method:
  • comment_id
  • author_profile
  • text_content
  • likes_count
  • replies
  • timestamp
  • engagement_metrics

linkedin post scraper

Scrape full LinkedIn posts including text, media, and reactions for content analysis.

Scraping method:
  • post_id
  • author_name
  • post_text
  • media_urls
  • reactions
  • shares
  • timestamp

linkedin scraper api

Core API for comprehensive linkedin scraping of profiles, posts, and comments.

Scraping method:
  • profile_url
  • bio
  • post_ids
  • comment_count
  • follower_count
  • skills

scrape linkedin posts

Targeted endpoint to harvest LinkedIn posts by keyword or user for datasets.

Scraping method:
  • post_url
  • content
  • hashtags
  • views
  • comments_list
  • publish_date

linkedin data scraper

Pull user profiles, bios, and activity data for lead generation and research.

Scraping method:
  • user_id
  • full_name
  • headline
  • location
  • connections
  • experience

linkedin web scraper

Full-page scraping for search results, company pages, and public content.

Scraping method:
  • search_query
  • result_profiles
  • job_titles
  • company_names
  • snippets

Linkedin comment Scraper API crawling methods

XCrawl

API Scraping (For Developers)

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

  • XCrawl
    Python Integration
    Use linkedin scraper python libraries with async support for efficient high-volume data extraction.
  • XCrawl
    JSON Responses
    Receive clean, parse-ready linkedin datasets from every request without custom handling.
  • XCrawl
    Rate Limit Handling
    Built-in retries and proxies ensure uninterrupted web scraping linkedin sessions.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Leverage our intuitive dashboard for no-code linkedin data scraping and scheduling.

  • XCrawl
    Visual Query Builder
    Select posts, comments, or profiles via point-and-click for instant linkedin scraping tools access.
  • XCrawl
    Automated Scheduling
    Set recurring scrapes for fresh linkedin datasets without writing a single line of code.
  • XCrawl
    CSV/Excel Exports
    Download scraped linkedin data directly in spreadsheet formats for easy analysis.

Code examples

Retrieve Linkedin comment 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 comment 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 comments scraper delivers flawless datasets—perfect for our sentiment analysis pipelines.

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

Transformed our lead gen with scrape linkedin posts; integration was seamless in Python.

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

Best linkedin scraper api for scale—bypasses blocks effortlessly with high accuracy.

Mike Patel
Mike Patel
CTO
★★★★★
4.8

Linkedin data scraper provides rich engagement metrics; exports are dataset gold.

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

Linkedin scraper python SDK made web scraping linkedin a breeze for our team.

David Kim
David Kim
DevOps Lead
★★★★★
5.0

Extracted thousands of profiles fast—linkedin scraping tool we needed.

Lisa Wong
Lisa Wong
Sales Director
★★★★★
4.7

Structured JSON from linkedin post scraper powers our dashboards perfectly.

Tom Harris
Tom Harris
BI Specialist
★★★★★
5.0

Reliable linkedin data extraction for competitive intel; highly recommend.

Rachel Green
Rachel Green
Founder
★★★★★
4.9

Linkedin web scraper handles complex queries with zero hassle.

James Lee
James Lee
Backend Developer
★★★★★
5.0

Fast linkedin scraping service—comments and posts data is spot-on.

Nina Santos
Nina Santos
Product Manager
★★★★★
5.0

The linkedin comments scraper delivers flawless datasets—perfect for our sentiment analysis pipelines.

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

Transformed our lead gen with scrape linkedin posts; integration was seamless in Python.

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

Best linkedin scraper api for scale—bypasses blocks effortlessly with high accuracy.

Mike Patel
Mike Patel
CTO
★★★★★
4.8

Linkedin data scraper provides rich engagement metrics; exports are dataset gold.

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

Linkedin scraper python SDK made web scraping linkedin a breeze for our team.

David Kim
David Kim
DevOps Lead
★★★★★
5.0

Extracted thousands of profiles fast—linkedin scraping tool we needed.

Lisa Wong
Lisa Wong
Sales Director
★★★★★
4.7

Structured JSON from linkedin post scraper powers our dashboards perfectly.

Tom Harris
Tom Harris
BI Specialist
★★★★★
5.0

Reliable linkedin data extraction for competitive intel; highly recommend.

Rachel Green
Rachel Green
Founder
★★★★★
4.9

Linkedin web scraper handles complex queries with zero hassle.

James Lee
James Lee
Backend Developer
★★★★★
5.0

Fast linkedin scraping service—comments and posts data is spot-on.

Nina Santos
Nina Santos
Product Manager
★★★★★
5.0

The linkedin comments scraper delivers flawless datasets—perfect for our sentiment analysis pipelines.

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

Transformed our lead gen with scrape linkedin posts; integration was seamless in Python.

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

Best linkedin scraper api for scale—bypasses blocks effortlessly with high accuracy.

Mike Patel
Mike Patel
CTO
★★★★★
4.8

Linkedin data scraper provides rich engagement metrics; exports are dataset gold.

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

Linkedin scraper python SDK made web scraping linkedin a breeze for our team.

David Kim
David Kim
DevOps Lead
★★★★★
5.0

Extracted thousands of profiles fast—linkedin scraping tool we needed.

Lisa Wong
Lisa Wong
Sales Director
★★★★★
4.7

Structured JSON from linkedin post scraper powers our dashboards perfectly.

Tom Harris
Tom Harris
BI Specialist
★★★★★
5.0

Reliable linkedin data extraction for competitive intel; highly recommend.

Rachel Green
Rachel Green
Founder
★★★★★
4.9

Linkedin web scraper handles complex queries with zero hassle.

James Lee
James Lee
Backend Developer
★★★★★
5.0

Fast linkedin scraping service—comments and posts data is spot-on.

Nina Santos
Nina Santos
Product Manager
★★★★★
5.0

The linkedin comments scraper delivers flawless datasets—perfect for our sentiment analysis pipelines.

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

Transformed our lead gen with scrape linkedin posts; integration was seamless in Python.

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

Best linkedin scraper api for scale—bypasses blocks effortlessly with high accuracy.

Mike Patel
Mike Patel
CTO
★★★★★
4.8

Linkedin data scraper provides rich engagement metrics; exports are dataset gold.

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

Linkedin scraper python SDK made web scraping linkedin a breeze for our team.

David Kim
David Kim
DevOps Lead
★★★★★
5.0

Extracted thousands of profiles fast—linkedin scraping tool we needed.

Lisa Wong
Lisa Wong
Sales Director
★★★★★
4.7

Structured JSON from linkedin post scraper powers our dashboards perfectly.

Tom Harris
Tom Harris
BI Specialist
★★★★★
5.0

Reliable linkedin data extraction for competitive intel; highly recommend.

Rachel Green
Rachel Green
Founder
★★★★★
4.9

Linkedin web scraper handles complex queries with zero hassle.

James Lee
James Lee
Backend Developer
★★★★★
5.0

Fast linkedin scraping service—comments and posts data is spot-on.

Nina Santos
Nina Santos
Product Manager
ISO 27001
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CDPR
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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 Comment Scraper API work?
Send POST requests to dedicated endpoints with post URLs or search queries; receive structured JSON with comments, profiles, and metrics via our linkedin scraper api.
What is the pricing model?
Usage-based on successful extractions, credits per record, volume discounts, and free tier for testing linkedin scraping volumes.
What data coverage and limitations apply?
Covers public posts, comments, profiles, and engagement; private content unavailable. High accuracy on visible linkedin data.
Is using this for LinkedIn scraping legal and compliant?
Designed for public data only, respecting robots.txt and terms; users ensure compliance with local laws and fair use.
What integration support is available?
Full docs, Python/JS SDKs, webhook support, and Slack/email assistance for linkedin api python or custom setups.

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