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Linkedin Post Reactions Scraper API

The Linkedin Post Reactions Scraper API delivers structured data from LinkedIn posts, reactions, and engagement metrics without IP blocks or parsing headaches. Ideal for linkedin scraper python scripts or linkedin scraping api integrations, it handles complex web scraping linkedin challenges for reliable linkedin data extraction.

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What Can You Build With Linkedin Post Reactions Scraper API Scraper?

Build sentiment analysis tools tracking linkedin post reactions for marketing insights, automate lead generation by scraping linkedin user profiles from post engagers, and monitor competitor performance with real-time scrape linkedin posts data. Power dashboards for linkedin data scraping or datasets for machine learning models.

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Instant JSON Datasets

Get clean, structured linkedin scraped data in JSON format from post reactions, perfect for python linkedin scraper integration and fast dataset processing without manual parsing.

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Python-Native Integration

Seamless linkedin scraper python libraries and linkedin api python wrappers enable async scraping linkedin data extraction, scaling from single posts to bulk linkedin datasets.

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Real-Time Engagement Metrics

Capture live reaction counts, comments, and shares via linkedin post scraper endpoints, fueling real-time analytics for linkedin scraping tools and post performance tracking.

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Anti-Detection Proxies

Rotate proxies and mimic human behavior in linkedin web scraper requests to avoid bans, ensuring uninterrupted linkedin data api access for high-volume scraping linkedin python tasks.

Trusted by Data-Driven Teams Worldwide

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

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Available Linkedin Post Reactions Scraper API Scrapers

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

linkedin post scraper

Extract reactions, likes, and comments from specific LinkedIn posts for engagement analysis.

Scraping method:
  • post_id
  • reaction_count
  • like_count
  • celebrate_count
  • love_count
  • insightful_count
  • comment_count
  • share_count

linkedin scraper api

RESTful API for scraping LinkedIn post reactions and user interaction data at scale.

Scraping method:
  • post_url
  • author_id
  • total_reactions
  • reaction_types
  • top_reactors
  • timestamp
  • viewer_reaction

scrape linkedin posts

Batch scrape multiple LinkedIn posts including threaded replies and reaction breakdowns.

Scraping method:
  • post_title
  • post_content
  • reactions_by_type
  • reacting_users
  • reply_count
  • media_urls
  • publish_date

linkedin posts scraper

Targeted scraper for post-level data with detailed reaction profiles and metrics.

Scraping method:
  • post_permalink
  • engagement_rate
  • like_reactors
  • comment_threads
  • reaction_emoji
  • viewer_count

linkedin scraper python

Python-optimized endpoints for programmatic linkedin post reactions scraping.

Scraping method:
  • api_key
  • post_identifier
  • raw_reactions
  • aggregated_metrics
  • user_profiles
  • error_code

linkedin data scraper

Comprehensive tool pulling post reactions into structured datasets for analysis.

Scraping method:
  • dataset_id
  • reaction_summary
  • user_demographics
  • time_series
  • benchmark_data

Linkedin Post Reactions Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate the Linkedin Post Reactions Scraper API via simple REST calls in your Python or Node.js apps.

  • XCrawl
    Python SDK
    Use linkedin scraper python wrappers for quick setup, async requests, and bulk scrape linkedin posts.
  • XCrawl
    JSON Responses
    Parse native JSON from linkedin scraping api endpoints with full reaction data and metadata.
  • XCrawl
    Rate Limit Handling
    Built-in retries and queuing for scalable linkedin data extraction without interruptions.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use our intuitive dashboard for visual LinkedIn post reactions scraping without coding.

  • XCrawl
    Visual Post Selector
    Point-and-click to choose posts and reactions for instant linkedin data scraper previews.
  • XCrawl
    Automated Scheduling
    Set cron jobs for recurring scrapes of linkedin posts scraper data.
  • XCrawl
    CSV/Excel Exports
    Download clean datasets from linkedin scraping tools directly to spreadsheets.

Code examples

Retrieve Linkedin Post Reactions 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 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.

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AI-driven fingerprinting

Unique HTTP headers, JavaScript, and browser fingerprints ensure resilience to dynamic content.

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CAPTCHA bypass

Automatic retries and CAPTCHA bypassing for uninterrupted data retrieval.

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Bulk data extraction

Extract data from several pages at the same time with up to 10K URLs per batch.

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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.

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Maintenance-free infrastructure

Eliminate proxy maintenance and infrastructure hassle. No need to build crawler systems.

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Highly scalable

Easy to integrate with support for customization.

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24/7 support

Receive professional support in case of anyquestions or issues.

XCrawl Transparent

Flexible Pricing

Transparent web scraping pricing with flexible API subscription plans. Compare data extraction costs, purchase crawler access, and start free — then scale as you grow.

Monthly
Yearly Hot

Scale Plans

High-volume plans for teams that need more power and dedicated support.

Enjoy higher rate limits, more concurrent browsers, and priority support.

Contact Sales
We Provide Enterprise-Level Customization

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What do our customers say?

★★★★★
5.0

Transformed our lead gen with linkedin post scraper—fast, accurate reactions data in JSON.

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

Linkedin scraper python integration saved weeks; dataset quality is unbeatable for analytics.

Sarah Kim
Sarah Kim
Growth Marketer
★★★★★
5.0

Reliable linkedin scraping api for post reactions—scales perfectly without bans.

Mike Chen
Mike Chen
CTO
★★★★★
4.8

Easy scrape linkedin posts setup; engagement metrics power our competitor tracking.

Emma Lopez
Emma Lopez
Product Analyst
★★★★★
4.9

Linkedin data scraper delivers clean datasets—best for python linkedin scraper workflows.

David Patel
David Patel
DevOps Lead
★★★★★
5.0

Scraping linkedin data has never been smoother; real-time reactions are game-changing.

Lisa Wong
Lisa Wong
BI Specialist
★★★★★
4.7

Linkedin posts scraper API integrates flawlessly—high accuracy on reaction types.

Tom Harris
Tom Harris
Full-Stack Developer
★★★★★
5.0

Boosted campaigns with linkedin scraper tool insights from post engagers.

Rachel Green
Rachel Green
Marketing Director
★★★★★
4.9

Perfect linkedin datasets for training models on scraping linkedin reactions.

James Lee
James Lee
ML Engineer
★★★★★
5.0

Linkedin data extraction is effortless—love the structured post reaction outputs.

Nina Sokolov
Nina Sokolov
Sales Ops
★★★★★
5.0

Transformed our lead gen with linkedin post scraper—fast, accurate reactions data in JSON.

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

Linkedin scraper python integration saved weeks; dataset quality is unbeatable for analytics.

Sarah Kim
Sarah Kim
Growth Marketer
★★★★★
5.0

Reliable linkedin scraping api for post reactions—scales perfectly without bans.

Mike Chen
Mike Chen
CTO
★★★★★
4.8

Easy scrape linkedin posts setup; engagement metrics power our competitor tracking.

Emma Lopez
Emma Lopez
Product Analyst
★★★★★
4.9

Linkedin data scraper delivers clean datasets—best for python linkedin scraper workflows.

David Patel
David Patel
DevOps Lead
★★★★★
5.0

Scraping linkedin data has never been smoother; real-time reactions are game-changing.

Lisa Wong
Lisa Wong
BI Specialist
★★★★★
4.7

Linkedin posts scraper API integrates flawlessly—high accuracy on reaction types.

Tom Harris
Tom Harris
Full-Stack Developer
★★★★★
5.0

Boosted campaigns with linkedin scraper tool insights from post engagers.

Rachel Green
Rachel Green
Marketing Director
★★★★★
4.9

Perfect linkedin datasets for training models on scraping linkedin reactions.

James Lee
James Lee
ML Engineer
★★★★★
5.0

Linkedin data extraction is effortless—love the structured post reaction outputs.

Nina Sokolov
Nina Sokolov
Sales Ops
★★★★★
5.0

Transformed our lead gen with linkedin post scraper—fast, accurate reactions data in JSON.

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

Linkedin scraper python integration saved weeks; dataset quality is unbeatable for analytics.

Sarah Kim
Sarah Kim
Growth Marketer
★★★★★
5.0

Reliable linkedin scraping api for post reactions—scales perfectly without bans.

Mike Chen
Mike Chen
CTO
★★★★★
4.8

Easy scrape linkedin posts setup; engagement metrics power our competitor tracking.

Emma Lopez
Emma Lopez
Product Analyst
★★★★★
4.9

Linkedin data scraper delivers clean datasets—best for python linkedin scraper workflows.

David Patel
David Patel
DevOps Lead
★★★★★
5.0

Scraping linkedin data has never been smoother; real-time reactions are game-changing.

Lisa Wong
Lisa Wong
BI Specialist
★★★★★
4.7

Linkedin posts scraper API integrates flawlessly—high accuracy on reaction types.

Tom Harris
Tom Harris
Full-Stack Developer
★★★★★
5.0

Boosted campaigns with linkedin scraper tool insights from post engagers.

Rachel Green
Rachel Green
Marketing Director
★★★★★
4.9

Perfect linkedin datasets for training models on scraping linkedin reactions.

James Lee
James Lee
ML Engineer
★★★★★
5.0

Linkedin data extraction is effortless—love the structured post reaction outputs.

Nina Sokolov
Nina Sokolov
Sales Ops
★★★★★
5.0

Transformed our lead gen with linkedin post scraper—fast, accurate reactions data in JSON.

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

Linkedin scraper python integration saved weeks; dataset quality is unbeatable for analytics.

Sarah Kim
Sarah Kim
Growth Marketer
★★★★★
5.0

Reliable linkedin scraping api for post reactions—scales perfectly without bans.

Mike Chen
Mike Chen
CTO
★★★★★
4.8

Easy scrape linkedin posts setup; engagement metrics power our competitor tracking.

Emma Lopez
Emma Lopez
Product Analyst
★★★★★
4.9

Linkedin data scraper delivers clean datasets—best for python linkedin scraper workflows.

David Patel
David Patel
DevOps Lead
★★★★★
5.0

Scraping linkedin data has never been smoother; real-time reactions are game-changing.

Lisa Wong
Lisa Wong
BI Specialist
★★★★★
4.7

Linkedin posts scraper API integrates flawlessly—high accuracy on reaction types.

Tom Harris
Tom Harris
Full-Stack Developer
★★★★★
5.0

Boosted campaigns with linkedin scraper tool insights from post engagers.

Rachel Green
Rachel Green
Marketing Director
★★★★★
4.9

Perfect linkedin datasets for training models on scraping linkedin reactions.

James Lee
James Lee
ML Engineer
★★★★★
5.0

Linkedin data extraction is effortless—love the structured post reaction outputs.

Nina Sokolov
Nina Sokolov
Sales Ops
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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 Post Reactions Scraper API work?
Send POST requests with post URLs to our endpoints; receive parsed JSON with reactions, comments, and metrics via rotating proxies and headless browsers.
What factors determine pricing?
Billed by successful records extracted, API call volume, and data freshness; pay-as-you-go with volume discounts for linkedin scraping api usage.
What data coverage and limitations apply?
Full post reactions including types, counts, and top users; private posts or login-walled content unavailable; updates match LinkedIn UI changes.
Is this compliant and legal?
Designed for public LinkedIn data only, respecting robots.txt and ToS; users ensure own compliance with data usage policies.
What integration support is available?
SDKs for Python linkedin scraper, Node.js; docs with curl examples; Slack support for linkedin api python setups and custom endpoints.

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