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LinkedIn Post Reactions Scraper (No Cookies)⚡$2 per 1k Scraper API

XCrawl's LinkedIn Post Reactions Scraper (No Cookies) API revolutionizes linkedin scraping by extracting reactions without cookies, dodging IP blocks and complex parsing. Ideal for linkedin scraper api users, it delivers structured JSON data from linkedin posts effortlessly. Build robust linkedin post scraper tools or python linkedin scraper scripts at just $2 per 1k requests.

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What Can You Build With LinkedIn Post Reactions Scraper (No Cookies)⚡$2 per 1k Scraper API Scraper?

Track engagement trends with scrape linkedin posts data for sentiment analysis. Build competitor intelligence dashboards using linkedin data scraper insights on post reactions. Create comprehensive linkedin datasets for machine learning models analyzing user interactions and growth metrics across linkedin scraping api endpoints.

XCrawl

No Cookies Needed

Access public linkedin post reactions instantly without cookie management, simplifying linkedin scraper workflows and reducing setup time for python linkedin scraper integrations.

XCrawl

Real-time JSON Data

Get structured JSON outputs with engagement metrics, user profiles, and reaction types via our linkedin scraping api, perfect for seamless data pipelines in Node.js or Python.

XCrawl

Scalable Scraping

Handle high-volume linkedin data extraction with async requests, bypassing rate limits for reliable linkedin web scraping and dataset generation at scale.

XCrawl

Python-Native Integration

Effortless linkedin scraper python libraries and linkedin api python wrappers enable quick deployment of custom scrapers for post reactions and beyond.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available LinkedIn Post Reactions Scraper (No Cookies)⚡$2 per 1k Scraper API Scrapers

Access the most commonly used LinkedIn Post Reactions Scraper (No Cookies)⚡$2 per 1k Scraper API data types — fully structured, consistently formatted, and production-ready.

linkedin post scraper

Extract reactions from specific LinkedIn posts including types and user details.

Scraping method:
  • post_id
  • reaction_type
  • user_id
  • user_name
  • profile_url
  • timestamp
  • reaction_count

linkedin scraper api

RESTful API for bulk post reactions scraping without authentication hassles.

Scraping method:
  • post_url
  • total_reactions
  • likes
  • celebrates
  • reactors_list
  • engagement_rate
  • post_author

scrape linkedin posts

Fetch reaction data across multiple posts for trend analysis.

Scraping method:
  • post_title
  • reaction_summary
  • user_profiles
  • bios_snippet
  • media_urls
  • comments_count
  • timestamp

linkedin data scraper

Comprehensive endpoint for reactions, profiles, and engagement metrics.

Scraping method:
  • data_id
  • reaction_details
  • user_bio
  • location
  • connection_count
  • industry
  • engagement_metrics

python linkedin scraper

Optimized for Python scripts targeting post reactions and interactions.

Scraping method:
  • script_endpoint
  • reaction_type
  • python_compatible
  • user_id
  • profile_image
  • reaction_time
  • post_context

linkedin scraping api

Advanced API for scalable linkedin post reactions and data extraction.

Scraping method:
  • api_key
  • reactions_array
  • user_details
  • threaded_replies
  • search_ranking
  • pricing_history

LinkedIn Post Reactions Scraper (No Cookies)⚡$2 per 1k Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate via simple REST API calls for developers building linkedin scraper python tools.

  • XCrawl
    Python SDK
    Use linkedin scraper python wrappers for async requests and easy data parsing in scripts.
  • XCrawl
    Node.js Support
    Leverage linkedin api js libraries for high-throughput linkedin web scraping pipelines.
  • XCrawl
    JSON Webhooks
    Stream real-time linkedin data extraction directly into your databases or apps.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use our intuitive dashboard for linkedin scraping without writing code.

  • XCrawl
    Visual Post Selector
    Point-and-click to choose LinkedIn posts and reactions for instant scraping.
  • XCrawl
    Automated Scheduling
    Set recurring scrapes for ongoing linkedin data scraper monitoring.
  • XCrawl
    CSV/Excel Exports
    Download clean datasets from linkedin post scraper results effortlessly.

Code examples

Retrieve LinkedIn Post Reactions Scraper (No Cookies)⚡$2 per 1k 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 Reactions Scraper (No Cookies)⚡$2 per 1k 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.

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We Provide Enterprise-Level Customization

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What do our customers say?

★★★★★
5.0

This linkedin post scraper API transformed our engagement analysis. Fast, accurate JSON datasets with no cookies needed!

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

Perfect for python linkedin scraper scripts. Scraping linkedin data has never been easier or cheaper.

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

Built massive linkedin datasets for models. The linkedin scraper api delivers top-notch reaction data quality.

Mike Thompson
Mike Thompson
ML Researcher
★★★★★
4.8

Seamless linkedin scraping tool integration. Real-time post reactions boosted our campaigns instantly.

Elena Vasquez
Elena Vasquez
Marketing Analyst
★★★★★
4.9

Linkedin scraper python library is gold. No IP blocks, pure efficiency for data extraction.

Raj Patel
Raj Patel
Backend Developer
★★★★★
5.0

Affordable linkedin data scraper at $2/1k. Engagement metrics are spot-on for competitor tracking.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
4.7

Best linkedin scraping api for scale. Handles scrape linkedin posts like a dream.

David Kim
David Kim
CTO
★★★★★
5.0

Clean linkedin scraped data exports. Revolutionized our dashboard with reaction insights.

Nina Gupta
Nina Gupta
BI Analyst
★★★★★
4.9

No cookies make linkedin web scraper a breeze. Highly recommend for quick projects.

Tom Bradley
Tom Bradley
Freelance Scraper
★★★★★
5.0

Linkedin data extraction tools don't get better. Fast and reliable post reactions API.

Olivia Santos
Olivia Santos
Sales Ops
★★★★★
5.0

This linkedin post scraper API transformed our engagement analysis. Fast, accurate JSON datasets with no cookies needed!

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

Perfect for python linkedin scraper scripts. Scraping linkedin data has never been easier or cheaper.

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

Built massive linkedin datasets for models. The linkedin scraper api delivers top-notch reaction data quality.

Mike Thompson
Mike Thompson
ML Researcher
★★★★★
4.8

Seamless linkedin scraping tool integration. Real-time post reactions boosted our campaigns instantly.

Elena Vasquez
Elena Vasquez
Marketing Analyst
★★★★★
4.9

Linkedin scraper python library is gold. No IP blocks, pure efficiency for data extraction.

Raj Patel
Raj Patel
Backend Developer
★★★★★
5.0

Affordable linkedin data scraper at $2/1k. Engagement metrics are spot-on for competitor tracking.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
4.7

Best linkedin scraping api for scale. Handles scrape linkedin posts like a dream.

David Kim
David Kim
CTO
★★★★★
5.0

Clean linkedin scraped data exports. Revolutionized our dashboard with reaction insights.

Nina Gupta
Nina Gupta
BI Analyst
★★★★★
4.9

No cookies make linkedin web scraper a breeze. Highly recommend for quick projects.

Tom Bradley
Tom Bradley
Freelance Scraper
★★★★★
5.0

Linkedin data extraction tools don't get better. Fast and reliable post reactions API.

Olivia Santos
Olivia Santos
Sales Ops
★★★★★
5.0

This linkedin post scraper API transformed our engagement analysis. Fast, accurate JSON datasets with no cookies needed!

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

Perfect for python linkedin scraper scripts. Scraping linkedin data has never been easier or cheaper.

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

Built massive linkedin datasets for models. The linkedin scraper api delivers top-notch reaction data quality.

Mike Thompson
Mike Thompson
ML Researcher
★★★★★
4.8

Seamless linkedin scraping tool integration. Real-time post reactions boosted our campaigns instantly.

Elena Vasquez
Elena Vasquez
Marketing Analyst
★★★★★
4.9

Linkedin scraper python library is gold. No IP blocks, pure efficiency for data extraction.

Raj Patel
Raj Patel
Backend Developer
★★★★★
5.0

Affordable linkedin data scraper at $2/1k. Engagement metrics are spot-on for competitor tracking.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
4.7

Best linkedin scraping api for scale. Handles scrape linkedin posts like a dream.

David Kim
David Kim
CTO
★★★★★
5.0

Clean linkedin scraped data exports. Revolutionized our dashboard with reaction insights.

Nina Gupta
Nina Gupta
BI Analyst
★★★★★
4.9

No cookies make linkedin web scraper a breeze. Highly recommend for quick projects.

Tom Bradley
Tom Bradley
Freelance Scraper
★★★★★
5.0

Linkedin data extraction tools don't get better. Fast and reliable post reactions API.

Olivia Santos
Olivia Santos
Sales Ops
★★★★★
5.0

This linkedin post scraper API transformed our engagement analysis. Fast, accurate JSON datasets with no cookies needed!

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

Perfect for python linkedin scraper scripts. Scraping linkedin data has never been easier or cheaper.

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

Built massive linkedin datasets for models. The linkedin scraper api delivers top-notch reaction data quality.

Mike Thompson
Mike Thompson
ML Researcher
★★★★★
4.8

Seamless linkedin scraping tool integration. Real-time post reactions boosted our campaigns instantly.

Elena Vasquez
Elena Vasquez
Marketing Analyst
★★★★★
4.9

Linkedin scraper python library is gold. No IP blocks, pure efficiency for data extraction.

Raj Patel
Raj Patel
Backend Developer
★★★★★
5.0

Affordable linkedin data scraper at $2/1k. Engagement metrics are spot-on for competitor tracking.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
4.7

Best linkedin scraping api for scale. Handles scrape linkedin posts like a dream.

David Kim
David Kim
CTO
★★★★★
5.0

Clean linkedin scraped data exports. Revolutionized our dashboard with reaction insights.

Nina Gupta
Nina Gupta
BI Analyst
★★★★★
4.9

No cookies make linkedin web scraper a breeze. Highly recommend for quick projects.

Tom Bradley
Tom Bradley
Freelance Scraper
★★★★★
5.0

Linkedin data extraction tools don't get better. Fast and reliable post reactions API.

Olivia Santos
Olivia Santos
Sales Ops
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 Reactions Scraper API work?
Send POST requests with post URLs to our endpoints; we handle proxy rotation, parsing, and return JSON with reactions via linkedin scraper api architecture.
What factors determine pricing?
Billed at $2 per 1k successful requests; scales with volume, data depth, and frequency without hidden fees.
What data coverage and limitations apply?
Covers public post reactions, user profiles, engagement metrics; limited to accessible public data, no private content.
Is this legal and compliant?
Designed for public data only, adhering to terms where possible; users responsible for own compliance in linkedin scraping.
What integration support is available?
Full docs, Python/Node.js SDKs, and support for linkedin scraper python; plus dashboard for no-code linkedin data scraper needs.

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