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LinkedIn People Bulk Profile Scraper API

Harness the power of our LinkedIn People Bulk Profile Scraper API to effortlessly scrape LinkedIn profiles at scale. Bypass anti-bot measures, handle IP blocks, and parse complex linkedin profile data into clean JSON. Ideal for linkedin scraper python integrations, linkedin scraping api calls, or bulk linkedin data extraction without bans.

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What Can You Build With LinkedIn People Bulk Profile Scraper API Scraper?

Build lead generation pipelines by scraping linkedin profiles for targeted outreach. Create talent intelligence tools using linkedin people search api to analyze skills and experience. Develop competitor tracking apps with linkedin data scraper to monitor key hires and network expansions via scrape linkedin profiles functionality.

XCrawl

Bulk Profile Extraction

Scrape thousands of linkedin profiles into structured JSON datasets with linkedin profile scraper api, supporting async Python requests for high-volume linkedin scraping.

XCrawl

Real-Time People Search

Query linkedin people search api for precise results, extracting linkedin profile data like headlines, skills, and connections in milliseconds.

XCrawl

Python-Native Integration

Seamless linkedin scraper python SDK delivers scraped linkedin profiles data ready for pandas analysis or CRM enrichment.

XCrawl

Anti-Detection Proxies

Rotate proxies automatically during linkedin web scraping to avoid blocks, ensuring reliable linkedin data scraping at enterprise scale.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available LinkedIn People Bulk Profile Scraper API Scrapers

Access the most commonly used LinkedIn People Bulk Profile Scraper API data types — fully structured, consistently formatted, and production-ready.

linkedin profile scraper

Bulk extract detailed user profiles from LinkedIn URLs or searches using this robust endpoint.

Scraping method:
  • fullName
  • headline
  • location
  • summary
  • experience
  • education
  • skills
  • profilePicture

linkedin scraper api

RESTful API for scraping linkedin profiles, companies, and people search results in JSON format.

Scraping method:
  • profileId
  • publicId
  • headline
  • connectionsCount
  • followerCount
  • industry

linkedin profile scraper api

Dedicated API endpoint to scrape linkedin profile data including bios, jobs, and endorsements.

Scraping method:
  • name
  • about
  • currentPosition
  • pastExperience
  • licenses
  • volunteer
  • accomplishments

scrape linkedin profiles

High-throughput scraper for bulk linkedin profiles from people search or URL lists.

Scraping method:
  • profileUrl
  • headline
  • locationName
  • companyName
  • jobTitle
  • startDate
  • endDate

linkedin people search api

Search and scrape LinkedIn people by keywords, titles, or locations for targeted datasets.

Scraping method:
  • searchQuery
  • numResults
  • profileSnippet
  • occupation
  • company
  • distance

linkedin data scraper

Versatile tool to extract linkedin data from profiles, posts, and networks efficiently.

Scraping method:
  • userId
  • bioText
  • skillEndorsements
  • recommendations
  • groups
  • interests

LinkedIn People Bulk Profile Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate our REST API for programmatic linkedin scraper api access with Python or Node.js clients.

  • XCrawl
    Python SDK
    Use linkedin scraper python library for easy async scraping linkedin profiles and data parsing.
  • XCrawl
    JSON Endpoints
    Call simple endpoints to get linkedin profile data in structured, ready-to-use JSON format.
  • XCrawl
    Scalable Async
    Handle bulk requests with rate limiting and proxy rotation for reliable linkedin web scraping.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

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

  • XCrawl
    Visual Profile Selector
    Point-and-click to select linkedin profiles for scraping without writing code.
  • XCrawl
    Automated Scheduling
    Set cron jobs to regularly scrape linkedin data and receive fresh datasets.
  • XCrawl
    CSV/Excel Exports
    Download scraped linkedin profiles directly as spreadsheets for quick analysis.

Code examples

Retrieve LinkedIn People Bulk Profile 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 People Bulk Profile 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

The linkedin profile scraper api transformed our lead gen—fast, accurate linkedin data extraction in Python.

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

Bulk scrape linkedin profiles effortlessly; dataset quality is top-notch for CRM enrichment.

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

Linkedin scraper python integration was seamless—reliable linkedin scraping api for our talent tools.

Mike Thompson
Mike Thompson
CTO
★★★★★
4.8

Linkedin people search api delivers precise profiles; no more manual data scraping linkedin.

Emma Patel
Emma Patel
Sales Ops
★★★★★
4.9

Excellent linkedin data scraper—high-volume linkedin profile data for our models.

David Kim
David Kim
ML Engineer
★★★★★
5.0

Scrape linkedin profiles python script saved hours; fresh linkedin scraped data daily.

Lisa Wong
Lisa Wong
Recruiter
★★★★★
4.7

Robust anti-ban features in this linkedin scraper api—scales perfectly.

John Morales
John Morales
DevOps Lead
★★★★★
5.0

Linkedin web scraper provides rich linkedin profile scraper data for insights.

Rachel Lee
Rachel Lee
Product Manager
★★★★★
4.9

Easy linkedin scraper python setup; JSON output is flawless for pipelines.

Tom Harris
Tom Harris
Backend Developer
★★★★★
5.0

Best tool for scraping linkedin data—accurate and cost-effective.

Nina Gupta
Nina Gupta
Analyst
★★★★★
5.0

The linkedin profile scraper api transformed our lead gen—fast, accurate linkedin data extraction in Python.

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

Bulk scrape linkedin profiles effortlessly; dataset quality is top-notch for CRM enrichment.

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

Linkedin scraper python integration was seamless—reliable linkedin scraping api for our talent tools.

Mike Thompson
Mike Thompson
CTO
★★★★★
4.8

Linkedin people search api delivers precise profiles; no more manual data scraping linkedin.

Emma Patel
Emma Patel
Sales Ops
★★★★★
4.9

Excellent linkedin data scraper—high-volume linkedin profile data for our models.

David Kim
David Kim
ML Engineer
★★★★★
5.0

Scrape linkedin profiles python script saved hours; fresh linkedin scraped data daily.

Lisa Wong
Lisa Wong
Recruiter
★★★★★
4.7

Robust anti-ban features in this linkedin scraper api—scales perfectly.

John Morales
John Morales
DevOps Lead
★★★★★
5.0

Linkedin web scraper provides rich linkedin profile scraper data for insights.

Rachel Lee
Rachel Lee
Product Manager
★★★★★
4.9

Easy linkedin scraper python setup; JSON output is flawless for pipelines.

Tom Harris
Tom Harris
Backend Developer
★★★★★
5.0

Best tool for scraping linkedin data—accurate and cost-effective.

Nina Gupta
Nina Gupta
Analyst
★★★★★
5.0

The linkedin profile scraper api transformed our lead gen—fast, accurate linkedin data extraction in Python.

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

Bulk scrape linkedin profiles effortlessly; dataset quality is top-notch for CRM enrichment.

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

Linkedin scraper python integration was seamless—reliable linkedin scraping api for our talent tools.

Mike Thompson
Mike Thompson
CTO
★★★★★
4.8

Linkedin people search api delivers precise profiles; no more manual data scraping linkedin.

Emma Patel
Emma Patel
Sales Ops
★★★★★
4.9

Excellent linkedin data scraper—high-volume linkedin profile data for our models.

David Kim
David Kim
ML Engineer
★★★★★
5.0

Scrape linkedin profiles python script saved hours; fresh linkedin scraped data daily.

Lisa Wong
Lisa Wong
Recruiter
★★★★★
4.7

Robust anti-ban features in this linkedin scraper api—scales perfectly.

John Morales
John Morales
DevOps Lead
★★★★★
5.0

Linkedin web scraper provides rich linkedin profile scraper data for insights.

Rachel Lee
Rachel Lee
Product Manager
★★★★★
4.9

Easy linkedin scraper python setup; JSON output is flawless for pipelines.

Tom Harris
Tom Harris
Backend Developer
★★★★★
5.0

Best tool for scraping linkedin data—accurate and cost-effective.

Nina Gupta
Nina Gupta
Analyst
★★★★★
5.0

The linkedin profile scraper api transformed our lead gen—fast, accurate linkedin data extraction in Python.

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

Bulk scrape linkedin profiles effortlessly; dataset quality is top-notch for CRM enrichment.

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

Linkedin scraper python integration was seamless—reliable linkedin scraping api for our talent tools.

Mike Thompson
Mike Thompson
CTO
★★★★★
4.8

Linkedin people search api delivers precise profiles; no more manual data scraping linkedin.

Emma Patel
Emma Patel
Sales Ops
★★★★★
4.9

Excellent linkedin data scraper—high-volume linkedin profile data for our models.

David Kim
David Kim
ML Engineer
★★★★★
5.0

Scrape linkedin profiles python script saved hours; fresh linkedin scraped data daily.

Lisa Wong
Lisa Wong
Recruiter
★★★★★
4.7

Robust anti-ban features in this linkedin scraper api—scales perfectly.

John Morales
John Morales
DevOps Lead
★★★★★
5.0

Linkedin web scraper provides rich linkedin profile scraper data for insights.

Rachel Lee
Rachel Lee
Product Manager
★★★★★
4.9

Easy linkedin scraper python setup; JSON output is flawless for pipelines.

Tom Harris
Tom Harris
Backend Developer
★★★★★
5.0

Best tool for scraping linkedin data—accurate and cost-effective.

Nina Gupta
Nina Gupta
Analyst
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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 People Bulk Profile Scraper API work?
Send profile URLs or search queries to our REST endpoints; we handle rendering, proxying, and parsing to return structured JSON with linkedin profile data.
What is the pricing model?
Pay-per-successful-result with tiers based on request volume, data fields extracted, and concurrency needs—no upfront costs.
What data coverage and limitations apply?
Covers public linkedin profiles, bios, experience, skills; private data unavailable. Supports bulk up to 10k/day on pro plans.
Is using this API legal and compliant?
Designed for public data only, respecting robots.txt and ToS where possible; users ensure compliance with LinkedIn policies.
What integration support is available?
SDKs for Python, Node.js; docs with curl examples; Slack support for linkedin scraper python or API troubleshooting.

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