XCrawlGet started in 30 seconds.No credit card required. Explore everything for freeStart Free Trial

Linkedin Profile Reactions [NO COOKIES] Scraper API

XCrawl's Linkedin Profile Reactions [NO COOKIES] Scraper API revolutionizes linkedin scraping by extracting real-time reactions, likes, and engagement metrics from profiles without cookie management or IP blocking hassles. Perfect for developers seeking a reliable linkedin scraper api for linkedin profile scraper tasks, delivering clean JSON data effortlessly.

Start free trial
Contact Sales

What Can You Build With Linkedin Profile Reactions [NO COOKIES] Scraper API Scraper?

Build powerful lead generation apps by scraping linkedin profiles for reaction insights, create sentiment analysis tools using linkedin post scraper data on comments and engagements, or track competitor activity with linkedin data scraper for market research. Ideal for python linkedin scraper integrations to extract linkedin profile data at scale.

XCrawl

No Cookies Required

Effortlessly scrape linkedin profiles and reactions without managing cookies, simplifying linkedin scraper python workflows and reducing setup time for backend integrations.

XCrawl

Structured JSON Output

Receive parsed linkedin profile data and engagement metrics in clean JSON format, ready for analysis in Python, Node.js, or any dataset processing pipeline.

XCrawl

Anti-Detection Proxies

Bypass LinkedIn's bot detection with rotating proxies and smart delays, enabling reliable linkedin scraping api usage for high-volume linkedin data extraction.

XCrawl

Real-Time Scraping

Fetch live reactions, comments, and profile updates asynchronously, powering real-time dashboards and alerts with our linkedin scraper tool.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Linkedin Profile Reactions [NO COOKIES] Scraper API Scrapers

Access the most commonly used Linkedin Profile Reactions [NO COOKIES] Scraper API data types — fully structured, consistently formatted, and production-ready.

linkedin profile scraper

Extract detailed profile info including bio, experience, and activity reactions without cookies.

Scraping method:
  • profile_id
  • name
  • headline
  • location
  • connections_count
  • reaction_count
  • likes
  • profile_url

scrape linkedin profiles

Batch scrape multiple linkedin profiles for engagement metrics and reaction breakdowns.

Scraping method:
  • profile_url
  • total_reactions
  • celebrate
  • love
  • insightful
  • curious
  • reactors_list

linkedin post scraper

Pull reactions and comments from individual LinkedIn posts linked to profiles.

Scraping method:
  • post_id
  • post_url
  • reaction_summary
  • comment_count
  • like_count
  • shares
  • timestamp

linkedin data scraper

Comprehensive endpoint for profile reactions, bios, and interaction data extraction.

Scraping method:
  • user_id
  • bio
  • experience
  • engagement_metrics
  • comments
  • reactions_by_type
  • activity_url

scrape linkedin posts

Target profile-associated posts to harvest detailed reaction and reply data.

Scraping method:
  • post_content
  • author_profile
  • reactions_count
  • threaded_replies
  • viewer_reaction
  • visibility

linkedin profile scraper api

REST API for scalable linkedin profile scraping focused on reactions and metrics.

Scraping method:
  • api_response_id
  • profile_data
  • reactions_object
  • top_reactors
  • metrics_summary
  • last_updated

Linkedin Profile Reactions [NO COOKIES] Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Seamlessly integrate our REST API into your linkedin scraper python or Node.js apps for precise control.

  • XCrawl
    Python Integration
    Use linkedin scraper python SDK for async calls, handling linkedin profile scraper requests with minimal code.
  • XCrawl
    Custom Queries
    Parameterize endpoints for targeted scrape linkedin profiles or reactions filtering.
  • XCrawl
    Rate Limit Handling
    Built-in retries and backoffs ensure reliable linkedin data scraper performance at scale.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use our intuitive dashboard for linkedin scraping without writing code.

  • XCrawl
    Visual Profile Selector
    Point-and-click to choose linkedin profiles and reactions for instant scraping.
  • XCrawl
    Automated Scheduling
    Set recurring jobs to monitor linkedin post scraper data over time.
  • XCrawl
    CSV/JSON Exports
    Download cleaned linkedin profile data directly for spreadsheets or databases.

Code examples

Retrieve Linkedin Profile Reactions [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 Profile Reactions [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

Explore more solutions

W
Website Checker Scraper API

XCrawl's Website Checker Scraper API is the ultimate website api checker and crawl checker for backend developers. Seamlessly extract structured data like product details, reviews, and rankings while overcoming IP blocks, CAPTCHAs, and complex parsing challenges. Get reliable JSON outputs to power your monitoring and analytics tools effortlessly.

Learn More
Y
Youtube Channel Email Scraper API

XCrawl's YouTube Channel Email Scraper API revolutionizes youtube scraping by effortlessly extracting emails from channel descriptions, about sections, and linked websites. Say goodbye to manual youtube channel crawler hassles, IP blocks, and parsing errors with our robust youtube scraper api designed for developers seeking reliable email scraping tools.

Learn More
T
Trancribe YouTube, Instagram, VK, Tik-Tok Scraper API

Unlock seamless data extraction with Trancribe YouTube, Instagram, VK, Tik-Tok Scraper API. Our robust instagram scraper, youtube scraper, and tiktok scraper bypass anti-bot measures, deliver clean JSON data, and handle high-volume requests without IP blocks or CAPTCHAs. Perfect for developers building youtube api integrations or scraping instagram data at scale.

Learn More
I
Instagram DMs Automation Scraper API

XCrawl's Instagram DMs Automation Scraper API is the premier instagram scraper api for backend developers. Seamlessly scrape instagram data, including DMs, messages, and user profiles, bypassing rate limits and parsing complexities. Get clean JSON outputs from instagram scraping api endpoints for effortless instagram data scraper automation.

Learn More
L
LinkedIn Email Finder – Verified Emails at Scale Scraper API

XCrawl's LinkedIn Email Finder – Verified Emails at Scale Scraper API empowers developers to extract verified emails, profiles, and data from LinkedIn effortlessly. Bypass rate limits, anti-bot detection, and parsing challenges with our robust linkedin scraper api, perfect for linkedin scraping, email scraping, and scraping linkedin profiles at enterprise scale.

Learn More
A
All-in-One Social Media Email Scraper API

The All-in-One Social Media Email Scraper API revolutionizes email scraping from platforms like LinkedIn, Twitter, and Facebook. Effortlessly scrape emails, user profiles, and bios using our robust social media scraper, bypassing parsing challenges and rate limits for seamless integration with web scraping in Python, Node.js, or JavaScript.

Learn More

What do our customers say?

★★★★★
5.0

Game-changer for linkedin profile scraper needs. No cookies and perfect JSON output made integration seamless.

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

Scraping linkedin profiles at scale without blocks. Dataset quality is top-notch for our lead gen.

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

Linkedin scraper python library saved weeks. Fast and accurate reactions data extraction.

Mike Thompson
Mike Thompson
Backend Dev
★★★★★
4.8

Reliable linkedin data scraper for post reactions. Easy to build monitoring dashboards.

Emma Lopez
Emma Lopez
Analytics Lead
★★★★★
4.9

Best linkedin scraping api I've used. Handles volume without proxies failing.

David Kim
David Kim
CTO
★★★★★
5.0

Scrape linkedin posts effortlessly. Engagement metrics are spot-on for competitor analysis.

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

Linkedin profile scraper api boosted our pipeline. No more manual data collection.

John Novak
John Novak
Full-Stack Developer
★★★★★
5.0

Incredible speed on linkedin data extraction. Reactions data fuels our campaigns perfectly.

Rachel Green
Rachel Green
Marketing Analyst
★★★★★
4.9

Scales beautifully for linkedin scraping service needs. Highly recommend.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
5.0

Clean linkedin profile data in JSON. Transformed our research workflows.

Nina Soto
Nina Soto
BI Specialist
★★★★★
5.0

Game-changer for linkedin profile scraper needs. No cookies and perfect JSON output made integration seamless.

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

Scraping linkedin profiles at scale without blocks. Dataset quality is top-notch for our lead gen.

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

Linkedin scraper python library saved weeks. Fast and accurate reactions data extraction.

Mike Thompson
Mike Thompson
Backend Dev
★★★★★
4.8

Reliable linkedin data scraper for post reactions. Easy to build monitoring dashboards.

Emma Lopez
Emma Lopez
Analytics Lead
★★★★★
4.9

Best linkedin scraping api I've used. Handles volume without proxies failing.

David Kim
David Kim
CTO
★★★★★
5.0

Scrape linkedin posts effortlessly. Engagement metrics are spot-on for competitor analysis.

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

Linkedin profile scraper api boosted our pipeline. No more manual data collection.

John Novak
John Novak
Full-Stack Developer
★★★★★
5.0

Incredible speed on linkedin data extraction. Reactions data fuels our campaigns perfectly.

Rachel Green
Rachel Green
Marketing Analyst
★★★★★
4.9

Scales beautifully for linkedin scraping service needs. Highly recommend.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
5.0

Clean linkedin profile data in JSON. Transformed our research workflows.

Nina Soto
Nina Soto
BI Specialist
★★★★★
5.0

Game-changer for linkedin profile scraper needs. No cookies and perfect JSON output made integration seamless.

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

Scraping linkedin profiles at scale without blocks. Dataset quality is top-notch for our lead gen.

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

Linkedin scraper python library saved weeks. Fast and accurate reactions data extraction.

Mike Thompson
Mike Thompson
Backend Dev
★★★★★
4.8

Reliable linkedin data scraper for post reactions. Easy to build monitoring dashboards.

Emma Lopez
Emma Lopez
Analytics Lead
★★★★★
4.9

Best linkedin scraping api I've used. Handles volume without proxies failing.

David Kim
David Kim
CTO
★★★★★
5.0

Scrape linkedin posts effortlessly. Engagement metrics are spot-on for competitor analysis.

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

Linkedin profile scraper api boosted our pipeline. No more manual data collection.

John Novak
John Novak
Full-Stack Developer
★★★★★
5.0

Incredible speed on linkedin data extraction. Reactions data fuels our campaigns perfectly.

Rachel Green
Rachel Green
Marketing Analyst
★★★★★
4.9

Scales beautifully for linkedin scraping service needs. Highly recommend.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
5.0

Clean linkedin profile data in JSON. Transformed our research workflows.

Nina Soto
Nina Soto
BI Specialist
★★★★★
5.0

Game-changer for linkedin profile scraper needs. No cookies and perfect JSON output made integration seamless.

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

Scraping linkedin profiles at scale without blocks. Dataset quality is top-notch for our lead gen.

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

Linkedin scraper python library saved weeks. Fast and accurate reactions data extraction.

Mike Thompson
Mike Thompson
Backend Dev
★★★★★
4.8

Reliable linkedin data scraper for post reactions. Easy to build monitoring dashboards.

Emma Lopez
Emma Lopez
Analytics Lead
★★★★★
4.9

Best linkedin scraping api I've used. Handles volume without proxies failing.

David Kim
David Kim
CTO
★★★★★
5.0

Scrape linkedin posts effortlessly. Engagement metrics are spot-on for competitor analysis.

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

Linkedin profile scraper api boosted our pipeline. No more manual data collection.

John Novak
John Novak
Full-Stack Developer
★★★★★
5.0

Incredible speed on linkedin data extraction. Reactions data fuels our campaigns perfectly.

Rachel Green
Rachel Green
Marketing Analyst
★★★★★
4.9

Scales beautifully for linkedin scraping service needs. Highly recommend.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
5.0

Clean linkedin profile data in JSON. Transformed our research workflows.

Nina Soto
Nina Soto
BI 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 Profile Reactions [NO COOKIES] Scraper API work?
Send a simple HTTP request with profile URLs to our endpoints; we handle headless browsing, reaction extraction, and return structured JSON without needing your cookies.
What determines the pricing model?
Pricing scales by request volume, data fields extracted, and concurrency levels, with pay-per-successful-scrape options and volume discounts for high usage.
What data coverage and limitations apply?
Covers public profile reactions, engagement metrics, and comments; private content or rate-limited pages may require retries, with 95%+ success on accessible data.
Is using this scraper legal and compliant?
Designed for public data only, respecting robots.txt and terms; always ensure your usage complies with LinkedIn's policies and local laws—we focus on ethical scraping.
What integration support is available?
Full docs, Python/Node.js SDKs, REST API playground, and support tickets; quickstarts for linkedin scraper python and custom webhook setups.

Get the data you need.

Let us handle the data collection while you focus on your work.

Start for Free