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๐Ÿ’Ž Linkedin Phone Scraper | $19.99/mo Unlimited | No Cookies Scraper API

XCrawl's LinkedIn Phone Scraper API revolutionizes linkedin scraping by extracting phone numbers from profiles without cookies or logins. This linkedin scraper api handles complex parsing, IP rotation, and anti-bot measures for seamless linkedin data extraction. Developers love our reliable linkedin scraper tool for unlimited, high-volume web scraping linkedin at just $19.99/mo.

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What Can You Build With ๐Ÿ’Ž Linkedin Phone Scraper | $19.99/mo Unlimited | No Cookies Scraper API Scraper?

Build lead generation tools with linkedin data scraper for phone data extraction from profiles. Create sales outreach pipelines using python linkedin scraper for linkedin dataset building. Enable competitor analysis via linkedin scraping api to scrape linkedin data from search results and user bios effortlessly.

XCrawl

Unlimited Phone Extraction

Scrape unlimited LinkedIn profiles for phone numbers with JSON output, no rate limits or extra costs at $19.99/mo.

XCrawl

No Cookies Required

Bypass login barriers for effortless linkedin web scraper access to public profiles and search results data.

XCrawl

Python Integration Ready

Official SDK for linkedin scraper python scripts, supporting async requests and bulk linkedin data scraping.

XCrawl

Real-time Datasets

Instant linkedin scraped data delivery in structured JSON, ideal for real-time linkedin data extraction pipelines.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available ๐Ÿ’Ž Linkedin Phone Scraper | $19.99/mo Unlimited | No Cookies Scraper API Scrapers

Access the most commonly used ๐Ÿ’Ž Linkedin Phone Scraper | $19.99/mo Unlimited | No Cookies Scraper API data types โ€” fully structured, consistently formatted, and production-ready.

linkedin scraper api

RESTful endpoint for scraping LinkedIn profiles and extracting phones without cookies or authentication.

Scraping method:
  • full_name
  • phone_number
  • title
  • company
  • location
  • profile_url
  • bio

linkedin scraper python

Python wrapper for easy integration into scripts, handling linkedin scraping with phone data extraction.

Scraping method:
  • user_id
  • phones
  • mobile
  • email
  • experience
  • skills
  • connections
  • profile_link

python linkedin scraper

Async-capable python linkedin scraper for high-speed bulk extraction of profile phone data.

Scraping method:
  • name
  • work_phone
  • personal_phone
  • current_role
  • employer
  • industry
  • headline

linkedin data scraper

Targeted scraper for linkedin data scraping from search results, focusing on phone and contact info.

Scraping method:
  • search_query
  • profile_hits
  • phone_list
  • titles
  • companies
  • locations

linkedin data extraction

Precise linkedin data extraction tool pulling phones, bios, and metrics from public profiles.

Scraping method:
  • extracted_phones
  • bio_text
  • engagement_metrics
  • followers
  • posts

phone data extraction

Specialized endpoint for phone data extraction across LinkedIn user profiles and networks.

Scraping method:
  • phone_numbers
  • verified_phone
  • contact_info
  • profile_summary
  • network_size

๐Ÿ’Ž Linkedin Phone Scraper | $19.99/mo Unlimited | No Cookies Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Seamlessly integrate our linkedin scraper api via REST endpoints in Python, JS, or any HTTP client.

  • XCrawl
    Python SDK
    Plug-and-play python linkedin scraper with examples for linkedin scraper python workflows.
  • XCrawl
    Async Requests
    Scale linkedin scraping python with async support for concurrent profile extractions.
  • XCrawl
    JSON Responses
    Instant linkedin data api returns structured data for easy parsing and storage.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Leverage our dashboard for no-code linkedin scraping and phone data extraction without writing a line.

  • XCrawl
    Visual Selector
    Click profiles or searches to initiate linkedin data scraper tasks visually.
  • XCrawl
    Schedule Crawls
    Automate recurring linkedin scrape api runs with cron-like scheduling.
  • XCrawl
    Export Options
    Download linkedin datasets as CSV, Excel, or JSON for instant use.

Code examples

Retrieve ๐Ÿ’Ž Linkedin Phone Scraper | $19.99/mo Unlimited | 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 Youโ€™re seeing this ad based on the productโ€™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 โ€” 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 Youโ€™re seeing this ad based on the productโ€™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 โ€” 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 ๐Ÿ’Ž Linkedin Phone Scraper | $19.99/mo Unlimited | 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 โ€” 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?

โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Game-changing linkedin scraper api! Perfect python linkedin scraper integration with flawless phone data extraction.

Alex Rivera
Alex Rivera
Data Engineer
โ˜…โ˜…โ˜…โ˜…โ˜…
4.9

Unlimited linkedin scraping at $19.99/mo is unbeatable. No cookies needed for clean linkedin datasets.

Sarah Kim
Sarah Kim
Growth Hacker
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Easiest linkedin scraper python tool I've used. Accurate linkedin data scraper for leads.

Mike Chen
Mike Chen
Fullstack Developer
โ˜…โ˜…โ˜…โ˜…โ˜…
4.8

Transformed our outreach with phone data extraction from linkedin scraping api.

Emily Patel
Emily Patel
Sales Ops Manager
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Reliable web scraping linkedin without bans. JSON output is dataset gold.

David Lopez
David Lopez
CTO
โ˜…โ˜…โ˜…โ˜…โ˜…
4.9

Fast linkedin data extraction for campaigns. Best linkedin scraper tool hands down.

Lisa Wong
Lisa Wong
Marketing Analyst
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Scales perfectly with linkedin scraper python. No cookies is a lifesaver.

Tom Harris
Tom Harris
DevOps Engineer
โ˜…โ˜…โ˜…โ˜…โ˜…
4.7

Rich linkedin scraped data for prospecting. Highly recommend this api.

Rachel Green
Rachel Green
Business Dev
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Excellent for building linkedin datasets. Precise phone extraction every time.

Kevin Singh
Kevin Singh
AI Researcher
โ˜…โ˜…โ˜…โ˜…โ˜…
4.9

Simplified our linkedin data scraping workflow. Unlimited and affordable.

Anna Novak
Anna Novak
Product Manager
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Game-changing linkedin scraper api! Perfect python linkedin scraper integration with flawless phone data extraction.

Alex Rivera
Alex Rivera
Data Engineer
โ˜…โ˜…โ˜…โ˜…โ˜…
4.9

Unlimited linkedin scraping at $19.99/mo is unbeatable. No cookies needed for clean linkedin datasets.

Sarah Kim
Sarah Kim
Growth Hacker
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Easiest linkedin scraper python tool I've used. Accurate linkedin data scraper for leads.

Mike Chen
Mike Chen
Fullstack Developer
โ˜…โ˜…โ˜…โ˜…โ˜…
4.8

Transformed our outreach with phone data extraction from linkedin scraping api.

Emily Patel
Emily Patel
Sales Ops Manager
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Reliable web scraping linkedin without bans. JSON output is dataset gold.

David Lopez
David Lopez
CTO
โ˜…โ˜…โ˜…โ˜…โ˜…
4.9

Fast linkedin data extraction for campaigns. Best linkedin scraper tool hands down.

Lisa Wong
Lisa Wong
Marketing Analyst
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Scales perfectly with linkedin scraper python. No cookies is a lifesaver.

Tom Harris
Tom Harris
DevOps Engineer
โ˜…โ˜…โ˜…โ˜…โ˜…
4.7

Rich linkedin scraped data for prospecting. Highly recommend this api.

Rachel Green
Rachel Green
Business Dev
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Excellent for building linkedin datasets. Precise phone extraction every time.

Kevin Singh
Kevin Singh
AI Researcher
โ˜…โ˜…โ˜…โ˜…โ˜…
4.9

Simplified our linkedin data scraping workflow. Unlimited and affordable.

Anna Novak
Anna Novak
Product Manager
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Game-changing linkedin scraper api! Perfect python linkedin scraper integration with flawless phone data extraction.

Alex Rivera
Alex Rivera
Data Engineer
โ˜…โ˜…โ˜…โ˜…โ˜…
4.9

Unlimited linkedin scraping at $19.99/mo is unbeatable. No cookies needed for clean linkedin datasets.

Sarah Kim
Sarah Kim
Growth Hacker
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Easiest linkedin scraper python tool I've used. Accurate linkedin data scraper for leads.

Mike Chen
Mike Chen
Fullstack Developer
โ˜…โ˜…โ˜…โ˜…โ˜…
4.8

Transformed our outreach with phone data extraction from linkedin scraping api.

Emily Patel
Emily Patel
Sales Ops Manager
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Reliable web scraping linkedin without bans. JSON output is dataset gold.

David Lopez
David Lopez
CTO
โ˜…โ˜…โ˜…โ˜…โ˜…
4.9

Fast linkedin data extraction for campaigns. Best linkedin scraper tool hands down.

Lisa Wong
Lisa Wong
Marketing Analyst
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Scales perfectly with linkedin scraper python. No cookies is a lifesaver.

Tom Harris
Tom Harris
DevOps Engineer
โ˜…โ˜…โ˜…โ˜…โ˜…
4.7

Rich linkedin scraped data for prospecting. Highly recommend this api.

Rachel Green
Rachel Green
Business Dev
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Excellent for building linkedin datasets. Precise phone extraction every time.

Kevin Singh
Kevin Singh
AI Researcher
โ˜…โ˜…โ˜…โ˜…โ˜…
4.9

Simplified our linkedin data scraping workflow. Unlimited and affordable.

Anna Novak
Anna Novak
Product Manager
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Game-changing linkedin scraper api! Perfect python linkedin scraper integration with flawless phone data extraction.

Alex Rivera
Alex Rivera
Data Engineer
โ˜…โ˜…โ˜…โ˜…โ˜…
4.9

Unlimited linkedin scraping at $19.99/mo is unbeatable. No cookies needed for clean linkedin datasets.

Sarah Kim
Sarah Kim
Growth Hacker
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Easiest linkedin scraper python tool I've used. Accurate linkedin data scraper for leads.

Mike Chen
Mike Chen
Fullstack Developer
โ˜…โ˜…โ˜…โ˜…โ˜…
4.8

Transformed our outreach with phone data extraction from linkedin scraping api.

Emily Patel
Emily Patel
Sales Ops Manager
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Reliable web scraping linkedin without bans. JSON output is dataset gold.

David Lopez
David Lopez
CTO
โ˜…โ˜…โ˜…โ˜…โ˜…
4.9

Fast linkedin data extraction for campaigns. Best linkedin scraper tool hands down.

Lisa Wong
Lisa Wong
Marketing Analyst
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Scales perfectly with linkedin scraper python. No cookies is a lifesaver.

Tom Harris
Tom Harris
DevOps Engineer
โ˜…โ˜…โ˜…โ˜…โ˜…
4.7

Rich linkedin scraped data for prospecting. Highly recommend this api.

Rachel Green
Rachel Green
Business Dev
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Excellent for building linkedin datasets. Precise phone extraction every time.

Kevin Singh
Kevin Singh
AI Researcher
โ˜…โ˜…โ˜…โ˜…โ˜…
4.9

Simplified our linkedin data scraping workflow. Unlimited and affordable.

Anna Novak
Anna Novak
Product Manager
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 Phone Scraper API architecture work?
Our no-cookies linkedin scraper api uses headless browsers and proxies to fetch public LinkedIn profiles, parse content, and return structured JSON with phone data extraction.
What factors determine the pricing model?
Flat $19.99/mo unlimited plan covers all requests; no per-profile fees, overages, or tiered limits based on volume.
What is the data coverage and any limitations?
Full coverage of public user profiles, bios, search results, and phones; limited to publicly accessible linkedin data, no private content.
Is the scraper legal and compliant?
Strictly scrapes public data only; users must ensure compliance with LinkedIn's TOS and applicable lawsโ€”we provide tools, not legal advice.
What integration support is available?
Comprehensive docs, Python/JS SDKs, code samples for linkedin scraper python, and API playground for quick linkedin api testing.

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