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LinkedIn get messages from unread Threads Scraper API

Unlock unread LinkedIn messages with XCrawl's LinkedIn get messages from unread Threads Scraper API. This linkedin scraper api simplifies web scraping linkedin by handling dynamic content, rate limits, and parsing challenges, delivering clean JSON data from linkedin threads for seamless linkedin data extraction and scrape linkedin operations.

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What Can You Build With LinkedIn get messages from unread Threads Scraper API Scraper?

Build lead enrichment pipelines by scraping linkedin data from unread messages to identify hot prospects. Create conversation analytics tools using linkedin data extraction from threads for sentiment analysis. Automate sales workflows with extract data from linkedin capabilities to prioritize unread threads and boost response rates.

XCrawl

Real-Time JSON Delivery

Access scraped LinkedIn unread messages instantly via our linkedin messages api, with structured JSON datasets ready for Python integration and real-time processing in your backend applications.

XCrawl

Python SDK Support

Effortlessly integrate linkedin scraper python libraries with our REST endpoints, enabling scalable scraping linkedin data extraction without managing proxies or anti-bot evasions.

XCrawl

99% Parsing Accuracy

Advanced parsers handle JavaScript-rendered LinkedIn threads, ensuring precise scrape linkedin data including messages, profiles, and engagement metrics in every response.

XCrawl

Scalable Thread Scraping

Process thousands of unread threads asynchronously with our linkedin scraping api, supporting high-volume linkedin data scraper operations for enterprise-grade data pipelines.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available LinkedIn get messages from unread Threads Scraper API Scrapers

Access the most commonly used LinkedIn get messages from unread Threads Scraper API data types — fully structured, consistently formatted, and production-ready.

linkedin scraper api

Robust API for extracting profiles and messages from LinkedIn unread threads.

Scraping method:
  • profileId
  • name
  • headline
  • connections
  • messageCount
  • threadUrl
  • bio

linkedin scraping api

Endpoint to pull comprehensive unread thread data from LinkedIn messaging.

Scraping method:
  • threadId
  • subject
  • participants
  • unreadMessages
  • lastUpdated
  • labels
  • activityMetrics

linkedin messages api

Directly scrape individual messages from unread LinkedIn conversation threads.

Scraping method:
  • messageId
  • senderId
  • content
  • timestamp
  • attachments
  • replies
  • isUnread
  • threadedReplies

threads scraper

Capture full conversation threads including unread status from LinkedIn.

Scraping method:
  • threadId
  • participants
  • messages
  • unreadStatus
  • createdAt
  • engagementMetrics
  • mediaUrls

linkedin data scraper

Extract user profiles, bios, and metrics from LinkedIn message contexts.

Scraping method:
  • userId
  • bio
  • location
  • engagementMetrics
  • profilePic
  • messageExcerpt
  • followerCount

scrape linkedin

Simple scraper for LinkedIn messaging data focused on unread threads.

Scraping method:
  • conversationId
  • senderName
  • messageText
  • dateSent
  • readStatus
  • threadLength
  • comments

LinkedIn get messages from unread Threads Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate our RESTful linkedin scraper api for programmatic access to unread LinkedIn threads.

  • XCrawl
    Python Integration
    Use linkedin scraper python SDK for quick setup and efficient data extraction from LinkedIn.
  • XCrawl
    Async Endpoints
    Fire parallel requests to scrape linkedin data at scale without bottlenecks.
  • XCrawl
    JSON Schemas
    Receive validated JSON for easy parsing of messages and thread details.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Leverage the dashboard for no-code linkedin data scraper workflows on unread threads.

  • XCrawl
    Visual Selection
    Point-and-click to target specific unread threads and messages visually.
  • XCrawl
    Scheduled Scrapes
    Automate recurring linkedin scraping with cron-like scheduling.
  • XCrawl
    CSV Exports
    Download scraped linkedin data directly as CSV or Excel files.

Code examples

Retrieve LinkedIn get messages from unread Threads 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 get messages from unread Threads Scraper API Scraper API works?

  • XCrawlIntelligent IP rotation
  • XCrawlAutomatic CAPTCHA recognition
  • XCrawlHTTP headers
  • XCrawlAutomatic webpage parsing
  • XCrawlCustomizable support

What can our API do for you?

XCrawl

Proxy management

ML-driven proxy selection and rotation using our premium proxy pool from 190 countries.

XCrawl

AI-driven fingerprinting

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

XCrawl

CAPTCHA bypass

Automatic retries and CAPTCHA bypassing for uninterrupted data retrieval.

XCrawl

Bulk data extraction

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

XCrawl

Multiple delivery options

Receive data via cloud storage such as SFTP or AWSS3, or retrieve results through APIs.

XCrawl

Scheduled scraping

Set your preferred frequency for automated, custom-timed data collection, with results delivered directly to your cloud storage.

XCrawl

Maintenance-free infrastructure

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

XCrawl

Highly scalable

Easy to integrate with support for customization.

XCrawl

24/7 support

Receive professional support in case of anyquestions or issues.

XCrawl Transparent

Flexible Pricing

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

Monthly
Yearly Hot

Scale Plans

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

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

Contact Sales
We Provide Enterprise-Level Customization

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What do our customers say?

★★★★★
5.0

Outstanding linkedin scraper api! Integrated with python linkedin scraper in minutes, perfect dataset quality for our lead gen.

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

Transformed our workflow with linkedin messages api. Fast scraping linkedin unread threads saved us weeks of manual work.

Sarah Kim
Sarah Kim
Growth Hacker
★★★★★
5.0

Best tool for scrape linkedin data. Easy Python integration and reliable linkedin data extraction every time.

Mike Chen
Mike Chen
Backend Developer
★★★★★
4.8

Linkedin scraping api delivers precise unread message data. Huge boost to our automation pipelines.

Emma Patel
Emma Patel
Sales Ops Lead
★★★★★
5.0

Exceptional threads scraper for extracting data from linkedin conversations. High accuracy and speed.

David Lopez
David Lopez
AI Researcher
★★★★★
4.9

Linkedin data scraper simplified our analysis. Clean JSON from web scraping linkedin is game-changing.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
5.0

Scales perfectly for linkedin scraper python projects. No more proxy hassles or parsing errors.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
4.7

Love the linkedin scraping tool for unread threads. Quick setup and valuable insights extracted.

Rachel Green
Rachel Green
Marketing Analyst
★★★★★
5.0

Top linkedin data extraction service. Reliable scrape linkedin api for enterprise needs.

Chris Novak
Chris Novak
CTO
★★★★★
4.9

Seamless linkedin scraper integration. Delivers rich datasets from messages effortlessly.

Anna Ruiz
Anna Ruiz
Full-Stack Developer
★★★★★
5.0

Outstanding linkedin scraper api! Integrated with python linkedin scraper in minutes, perfect dataset quality for our lead gen.

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

Transformed our workflow with linkedin messages api. Fast scraping linkedin unread threads saved us weeks of manual work.

Sarah Kim
Sarah Kim
Growth Hacker
★★★★★
5.0

Best tool for scrape linkedin data. Easy Python integration and reliable linkedin data extraction every time.

Mike Chen
Mike Chen
Backend Developer
★★★★★
4.8

Linkedin scraping api delivers precise unread message data. Huge boost to our automation pipelines.

Emma Patel
Emma Patel
Sales Ops Lead
★★★★★
5.0

Exceptional threads scraper for extracting data from linkedin conversations. High accuracy and speed.

David Lopez
David Lopez
AI Researcher
★★★★★
4.9

Linkedin data scraper simplified our analysis. Clean JSON from web scraping linkedin is game-changing.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
5.0

Scales perfectly for linkedin scraper python projects. No more proxy hassles or parsing errors.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
4.7

Love the linkedin scraping tool for unread threads. Quick setup and valuable insights extracted.

Rachel Green
Rachel Green
Marketing Analyst
★★★★★
5.0

Top linkedin data extraction service. Reliable scrape linkedin api for enterprise needs.

Chris Novak
Chris Novak
CTO
★★★★★
4.9

Seamless linkedin scraper integration. Delivers rich datasets from messages effortlessly.

Anna Ruiz
Anna Ruiz
Full-Stack Developer
★★★★★
5.0

Outstanding linkedin scraper api! Integrated with python linkedin scraper in minutes, perfect dataset quality for our lead gen.

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

Transformed our workflow with linkedin messages api. Fast scraping linkedin unread threads saved us weeks of manual work.

Sarah Kim
Sarah Kim
Growth Hacker
★★★★★
5.0

Best tool for scrape linkedin data. Easy Python integration and reliable linkedin data extraction every time.

Mike Chen
Mike Chen
Backend Developer
★★★★★
4.8

Linkedin scraping api delivers precise unread message data. Huge boost to our automation pipelines.

Emma Patel
Emma Patel
Sales Ops Lead
★★★★★
5.0

Exceptional threads scraper for extracting data from linkedin conversations. High accuracy and speed.

David Lopez
David Lopez
AI Researcher
★★★★★
4.9

Linkedin data scraper simplified our analysis. Clean JSON from web scraping linkedin is game-changing.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
5.0

Scales perfectly for linkedin scraper python projects. No more proxy hassles or parsing errors.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
4.7

Love the linkedin scraping tool for unread threads. Quick setup and valuable insights extracted.

Rachel Green
Rachel Green
Marketing Analyst
★★★★★
5.0

Top linkedin data extraction service. Reliable scrape linkedin api for enterprise needs.

Chris Novak
Chris Novak
CTO
★★★★★
4.9

Seamless linkedin scraper integration. Delivers rich datasets from messages effortlessly.

Anna Ruiz
Anna Ruiz
Full-Stack Developer
★★★★★
5.0

Outstanding linkedin scraper api! Integrated with python linkedin scraper in minutes, perfect dataset quality for our lead gen.

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

Transformed our workflow with linkedin messages api. Fast scraping linkedin unread threads saved us weeks of manual work.

Sarah Kim
Sarah Kim
Growth Hacker
★★★★★
5.0

Best tool for scrape linkedin data. Easy Python integration and reliable linkedin data extraction every time.

Mike Chen
Mike Chen
Backend Developer
★★★★★
4.8

Linkedin scraping api delivers precise unread message data. Huge boost to our automation pipelines.

Emma Patel
Emma Patel
Sales Ops Lead
★★★★★
5.0

Exceptional threads scraper for extracting data from linkedin conversations. High accuracy and speed.

David Lopez
David Lopez
AI Researcher
★★★★★
4.9

Linkedin data scraper simplified our analysis. Clean JSON from web scraping linkedin is game-changing.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
5.0

Scales perfectly for linkedin scraper python projects. No more proxy hassles or parsing errors.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
4.7

Love the linkedin scraping tool for unread threads. Quick setup and valuable insights extracted.

Rachel Green
Rachel Green
Marketing Analyst
★★★★★
5.0

Top linkedin data extraction service. Reliable scrape linkedin api for enterprise needs.

Chris Novak
Chris Novak
CTO
★★★★★
4.9

Seamless linkedin scraper integration. Delivers rich datasets from messages effortlessly.

Anna Ruiz
Anna Ruiz
Full-Stack Developer
ISO 27001
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CDPR
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Top-Rated by Users
XCrawlTop-Rated by Users
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 get messages from unread Threads Scraper API work?
Send authenticated requests to our REST endpoints targeting unread threads; our scrapers fetch, parse, and return structured JSON with messages, profiles, and metadata.
What factors determine pricing?
Pricing scales with request volume, data fields extracted, scrape frequency, and concurrency needs for linkedin scraping api usage.
What data coverage and limitations apply?
Covers unread threads, messages, user profiles, replies, and metrics; limited to accessible public/personal data without private content.
Is this compliant and legal for LinkedIn scraping?
We focus on publicly available data only; users must comply with LinkedIn's terms, robots.txt, and local laws—consult legal advice.
What integration support is available?
SDKs for Python, Node.js; full docs, code samples, and support for linkedin scraper python or REST API setups.

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