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Linkedin Profile Reactions Scraper (No Cookie) Scraper API

XCrawl's Linkedin Profile Reactions Scraper (No Cookie) Scraper API empowers developers to extract linkedin profile data, reactions, and engagement metrics without cookies or logins. Our linkedin scraper API handles anti-bot measures, delivers parsed JSON, and scales for high-volume linkedin scraping, bypassing IP blocks and parsing complexities for seamless linkedin data extraction.

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What Can You Build With Linkedin Profile Reactions Scraper (No Cookie) Scraper API Scraper?

Build lead generation tools analyzing linkedin profile scraper data for targeted outreach. Create sentiment dashboards with scrape linkedin profiles reactions and engagement metrics. Develop competitor intelligence platforms tracking linkedin post scraper activity, enabling precise linkedin data scraping for sales pipelines and market research insights.

XCrawl

No Cookie Authentication

Access public linkedin profile reactions and data without managing cookies or sessions, simplifying linkedin scraper integration for Python scripts and async requests.

XCrawl

Real-time JSON Output

Receive structured linkedin data scraper results in clean JSON format, perfect for linkedin api consumers building datasets or real-time dashboards with high accuracy.

XCrawl

Python SDK Ready

Seamless integration via python linkedin scraper libraries, supporting linkedin scraper python workflows for scalable linkedin scraping and data processing pipelines.

XCrawl

Anti-Block Proxies

Rotate proxies automatically to prevent bans during intensive linkedin profile scraper api calls, ensuring reliable scrape linkedin profiles operations at scale.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Linkedin Profile Reactions Scraper (No Cookie) Scraper API Scrapers

Access the most commonly used Linkedin Profile Reactions Scraper (No Cookie) Scraper API data types — fully structured, consistently formatted, and production-ready.

linkedin profile scraper

Extract full profiles including bios, experience, and connections without cookies.

Scraping method:
  • profile_id
  • name
  • headline
  • summary
  • experience
  • education
  • connections_count
  • profile_url

linkedin post scraper

Scrape posts from profiles with reactions, comments, and engagement stats.

Scraping method:
  • post_id
  • content
  • reaction_count
  • like_count
  • comment_count
  • share_count
  • timestamp
  • author_profile

scrape linkedin profiles

Batch scrape multiple profiles for bulk linkedin data extraction.

Scraping method:
  • profile_url
  • full_name
  • location
  • industry
  • followers
  • posts_count
  • reactions_summary

linkedin profile scraper api

API endpoint for targeted profile reactions and interaction data.

Scraping method:
  • reaction_id
  • reaction_type
  • user_id
  • profile_id
  • post_id
  • timestamp
  • emoji

linkedin data scraper

Comprehensive scraper for profiles, posts, and reaction datasets.

Scraping method:
  • dataset_id
  • profile_data
  • reactions_array
  • engagement_metrics
  • last_updated

scrape linkedin posts

Pull post details with granular reaction breakdowns per profile.

Scraping method:
  • post_url
  • text_content
  • image_urls
  • reactions_by_type
  • reacting_users

Linkedin Profile Reactions Scraper (No Cookie) Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate via REST API for custom linkedin scraper python applications with instant JSON responses.

  • XCrawl
    Async Endpoints
    Handle high-throughput linkedin scraping python requests without blocking your Node.js or Python apps.
  • XCrawl
    Python Client Library
    Pre-built SDK for linkedin scraper python, simplifying authentication-free profile data pulls.
  • XCrawl
    Webhook Callbacks
    Receive scrape linkedin profiles completions via webhooks for real-time processing pipelines.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use our dashboard for visual linkedin profile scraper setup without writing code.

  • XCrawl
    Visual Profile Selector
    Point-and-click to select linkedin profiles and reactions for instant scraping tasks.
  • XCrawl
    Automated Scheduling
    Set cron jobs for recurring linkedin data scraper runs with zero maintenance.
  • XCrawl
    CSV/JSON Exports
    Download cleaned scrape linkedin posts data in multiple formats for easy analysis.

Code examples

Retrieve Linkedin Profile Reactions Scraper (No Cookie) 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 Profile Reactions Scraper (No Cookie) 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 profile scraper api transformed our lead gen pipeline. Fast, accurate scrape linkedin profiles data in JSON perfection.

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

No cookie hassles with linkedin scraper python integration. Extracted thousands of reactions seamlessly for analysis.

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

Best linkedin data scraper for profiles and posts. Handles scale without bans—game changer for our datasets.

Mike Patel
Mike Patel
Backend Developer
★★★★★
4.8

Linkedin post scraper delivers rich engagement metrics. Easy API for our python linkedin scraper workflows.

Emma Lopez
Emma Lopez
Product Manager
★★★★★
5.0

Reliable scrape linkedin posts tool. Clean data extraction boosted our competitor tracking instantly.

David Kim
David Kim
CTO
★★★★★
4.9

Linkedin profile scraper api is top-tier. No cookies, pure JSON—perfect for linkedin data extraction.

Lisa Wong
Lisa Wong
Analytics Lead
★★★★★
5.0

Integrated linkedin scraper python SDK in hours. High-volume scraping without issues.

Tom Harris
Tom Harris
Fullstack Dev
★★★★★
4.7

Scraping linkedin profiles has never been easier. Reactions data fuels our campaigns perfectly.

Rachel Green
Rachel Green
Marketing Director
★★★★★
5.0

Scalable linkedin data scraper with proxy smarts. Beats every free linkedin scraper tool.

James Lee
James Lee
DevOps Engineer
★★★★★
4.9

Linkedin profile data from this scraper api is dataset gold. Accurate and fast delivery.

Nina Sokolov
Nina Sokolov
BI Analyst
★★★★★
5.0

This linkedin profile scraper api transformed our lead gen pipeline. Fast, accurate scrape linkedin profiles data in JSON perfection.

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

No cookie hassles with linkedin scraper python integration. Extracted thousands of reactions seamlessly for analysis.

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

Best linkedin data scraper for profiles and posts. Handles scale without bans—game changer for our datasets.

Mike Patel
Mike Patel
Backend Developer
★★★★★
4.8

Linkedin post scraper delivers rich engagement metrics. Easy API for our python linkedin scraper workflows.

Emma Lopez
Emma Lopez
Product Manager
★★★★★
5.0

Reliable scrape linkedin posts tool. Clean data extraction boosted our competitor tracking instantly.

David Kim
David Kim
CTO
★★★★★
4.9

Linkedin profile scraper api is top-tier. No cookies, pure JSON—perfect for linkedin data extraction.

Lisa Wong
Lisa Wong
Analytics Lead
★★★★★
5.0

Integrated linkedin scraper python SDK in hours. High-volume scraping without issues.

Tom Harris
Tom Harris
Fullstack Dev
★★★★★
4.7

Scraping linkedin profiles has never been easier. Reactions data fuels our campaigns perfectly.

Rachel Green
Rachel Green
Marketing Director
★★★★★
5.0

Scalable linkedin data scraper with proxy smarts. Beats every free linkedin scraper tool.

James Lee
James Lee
DevOps Engineer
★★★★★
4.9

Linkedin profile data from this scraper api is dataset gold. Accurate and fast delivery.

Nina Sokolov
Nina Sokolov
BI Analyst
★★★★★
5.0

This linkedin profile scraper api transformed our lead gen pipeline. Fast, accurate scrape linkedin profiles data in JSON perfection.

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

No cookie hassles with linkedin scraper python integration. Extracted thousands of reactions seamlessly for analysis.

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

Best linkedin data scraper for profiles and posts. Handles scale without bans—game changer for our datasets.

Mike Patel
Mike Patel
Backend Developer
★★★★★
4.8

Linkedin post scraper delivers rich engagement metrics. Easy API for our python linkedin scraper workflows.

Emma Lopez
Emma Lopez
Product Manager
★★★★★
5.0

Reliable scrape linkedin posts tool. Clean data extraction boosted our competitor tracking instantly.

David Kim
David Kim
CTO
★★★★★
4.9

Linkedin profile scraper api is top-tier. No cookies, pure JSON—perfect for linkedin data extraction.

Lisa Wong
Lisa Wong
Analytics Lead
★★★★★
5.0

Integrated linkedin scraper python SDK in hours. High-volume scraping without issues.

Tom Harris
Tom Harris
Fullstack Dev
★★★★★
4.7

Scraping linkedin profiles has never been easier. Reactions data fuels our campaigns perfectly.

Rachel Green
Rachel Green
Marketing Director
★★★★★
5.0

Scalable linkedin data scraper with proxy smarts. Beats every free linkedin scraper tool.

James Lee
James Lee
DevOps Engineer
★★★★★
4.9

Linkedin profile data from this scraper api is dataset gold. Accurate and fast delivery.

Nina Sokolov
Nina Sokolov
BI Analyst
★★★★★
5.0

This linkedin profile scraper api transformed our lead gen pipeline. Fast, accurate scrape linkedin profiles data in JSON perfection.

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

No cookie hassles with linkedin scraper python integration. Extracted thousands of reactions seamlessly for analysis.

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

Best linkedin data scraper for profiles and posts. Handles scale without bans—game changer for our datasets.

Mike Patel
Mike Patel
Backend Developer
★★★★★
4.8

Linkedin post scraper delivers rich engagement metrics. Easy API for our python linkedin scraper workflows.

Emma Lopez
Emma Lopez
Product Manager
★★★★★
5.0

Reliable scrape linkedin posts tool. Clean data extraction boosted our competitor tracking instantly.

David Kim
David Kim
CTO
★★★★★
4.9

Linkedin profile scraper api is top-tier. No cookies, pure JSON—perfect for linkedin data extraction.

Lisa Wong
Lisa Wong
Analytics Lead
★★★★★
5.0

Integrated linkedin scraper python SDK in hours. High-volume scraping without issues.

Tom Harris
Tom Harris
Fullstack Dev
★★★★★
4.7

Scraping linkedin profiles has never been easier. Reactions data fuels our campaigns perfectly.

Rachel Green
Rachel Green
Marketing Director
★★★★★
5.0

Scalable linkedin data scraper with proxy smarts. Beats every free linkedin scraper tool.

James Lee
James Lee
DevOps Engineer
★★★★★
4.9

Linkedin profile data from this scraper api is dataset gold. Accurate and fast delivery.

Nina Sokolov
Nina Sokolov
BI Analyst
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 Profile Reactions Scraper API work?
Send POST requests to endpoints with profile URLs; our cloud scrapers fetch public data, parse reactions, and return structured JSON without cookies or browsers.
What factors determine pricing?
Pricing scales by successful records extracted, API calls, concurrency levels, and data volume for linkedin profile scraper tasks—no flat fees.
What data coverage and limitations apply?
Covers public profiles, posts, reactions, and engagement; private/logged-in content unavailable. High accuracy on 95%+ of targets.
Is this compliant and legal to use?
Designed for public data only, respecting robots.txt and rate limits. Always review LinkedIn's ToS for your use case.
What integration support is available?
Full docs, Python/Node.js SDKs, and support for REST clients. Community examples for linkedin scraper python setups.

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