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Linkedin Posts Search Scraper (No Cookie) Scraper API

Harness the power of our Linkedin Posts Search Scraper (No Cookie) Scraper API to effortlessly scrape linkedin posts, profiles, and search results without cookie management or IP blocks. Ideal for linkedin scraper python developers and linkedin scraping api integrations, it delivers clean JSON data for linkedin data extraction, bypassing common parsing challenges in web scraping linkedin.

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What Can You Build With Linkedin Posts Search Scraper (No Cookie) Scraper API Scraper?

Build lead generation tools by scraping linkedin profiles and extracting linkedin profile data for targeted outreach. Analyze market trends with linkedin post scraper insights from scrape linkedin posts searches. Create competitive intelligence dashboards using linkedin search api results to track engagement metrics and comments on linkedin data scrape operations.

XCrawl

No Cookie Required

Scrape linkedin posts and profiles without managing cookies, simplifying linkedin scraper api setup and reducing maintenance for python linkedin scraper scripts delivering real-time JSON datasets.

XCrawl

Instant JSON Responses

Get structured linkedin data scraper outputs in clean JSON format, perfect for seamless integration into linkedin scraping python apps or linkedin api python workflows with high accuracy.

XCrawl

Python SDK Ready

Leverage our linkedin scraper python library for async requests, enabling fast scrape linkedin data extraction and handling large-scale linkedin scraping tool operations effortlessly.

XCrawl

Scalable Search Scraping

Perform unlimited linkedin post search queries via linkedin search api endpoints, capturing comments, engagement metrics, and media for comprehensive linkedin data extraction services.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Linkedin Posts Search Scraper (No Cookie) Scraper API Scrapers

Access the most commonly used Linkedin Posts Search Scraper (No Cookie) Scraper API data types — fully structured, consistently formatted, and production-ready.

linkedin post scraper

Extract posts from LinkedIn searches without cookies, including content and engagement data.

Scraping method:
  • post_id
  • author_name
  • post_content
  • likes_count
  • comments_count
  • shares
  • timestamp
  • media_urls

linkedin profile scraper

Scrape LinkedIn user profiles from post authors, pulling bios and connections.

Scraping method:
  • profile_id
  • full_name
  • headline
  • bio
  • location
  • connections_count
  • profile_url
  • experience

scrape linkedin posts

Target specific keyword searches for LinkedIn posts with threaded replies.

Scraping method:
  • search_query
  • post_id
  • content_text
  • reply_count
  • engagement_rate
  • publish_date
  • author_url

linkedin scraper api

REST API for bulk LinkedIn post and profile data extraction in JSON.

Scraping method:
  • api_endpoint
  • query_params
  • response_status
  • total_results
  • posts_array
  • profiles_array
  • error_code

linkedin profile scraper api

API endpoint to fetch detailed profile data linked to scraped posts.

Scraping method:
  • profile_url
  • name
  • title
  • summary
  • skills
  • followers
  • posts_count

scrape linkedin profiles

Batch scrape profiles from post search results for lead data.

Scraping method:
  • profile_id
  • job_title
  • company
  • email_hint
  • phone_hint
  • industry
  • profile_image

Linkedin Posts Search Scraper (No Cookie) Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate our REST API for programmatic linkedin scraping python access with simple HTTP requests.

  • XCrawl
    Python Client Library
    Use linkedin scraper python SDK for async calls and easy linkedin api python integration.
  • XCrawl
    Node.js Support
    Async endpoints compatible with Node.js for high-throughput linkedin web scraper builds.
  • XCrawl
    JSON Parsing Built-in
    Direct JSON output simplifies data handling in custom linkedin data scraper apps.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Manage scrapes via an intuitive dashboard without writing linkedin scraper code.

  • XCrawl
    Visual Query Builder
    Select post searches and profiles visually for instant linkedin posts scraper runs.
  • XCrawl
    Automated Scheduling
    Set recurring scrapes for ongoing linkedin data extraction without manual intervention.
  • XCrawl
    CSV/Excel Exports
    Download scraped linkedin datasets in multiple formats for quick analysis.

Code examples

Retrieve Linkedin Posts Search Scraper (No Cookie) 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 Posts Search Scraper (No Cookie) Scraper API Scraper API works?

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

What can our API do for you?

XCrawl

Proxy management

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

XCrawl

AI-driven fingerprinting

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

XCrawl

CAPTCHA bypass

Automatic retries and CAPTCHA bypassing for uninterrupted data retrieval.

XCrawl

Bulk data extraction

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

XCrawl

Multiple delivery options

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

XCrawl

Scheduled scraping

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

XCrawl

Maintenance-free infrastructure

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

XCrawl

Highly scalable

Easy to integrate with support for customization.

XCrawl

24/7 support

Receive professional support in case of anyquestions or issues.

XCrawl Transparent

Flexible Pricing

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

Monthly
Yearly Hot

Scale Plans

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

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

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We Provide Enterprise-Level Customization

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What do our customers say?

★★★★★
5.0

This linkedin post scraper transformed our lead gen pipeline. Fast, accurate JSON from scrape linkedin posts—no cookies needed!

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

Perfect linkedin scraper python integration. Extracted thousands of profiles effortlessly with top dataset quality.

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

Linkedin profile scraper api saved us weeks. Reliable linkedin data extraction for competitor analysis.

Mike Thompson
Mike Thompson
CTO
★★★★★
4.8

No more blocks with their proxies. Linkedin scraping api delivers clean data at scale.

Elena Vasquez
Elena Vasquez
DevOps Lead
★★★★★
4.9

Love the engagement metrics from linkedin posts scraper. Easy export to CSV for dashboards.

Raj Patel
Raj Patel
BI Analyst
★★★★★
5.0

Seamless linkedin scraper tool for post searches. High accuracy in linkedin data scrape.

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

Python linkedin scraper library is gold. Quick setup for web scraping linkedin tasks.

David Kim
David Kim
Full-stack Developer
★★★★★
5.0

Scraped linkedin profiles for leads—best linkedin scraper we've used. Fast and compliant.

Anna Kowalski
Anna Kowalski
Marketing Director
★★★★★
4.9

Rich datasets from linkedin search api. Ideal for NLP on scrape linkedin data.

Carlos Mendes
Carlos Mendes
AI Researcher
★★★★★
5.0

Linkedin data scraper simplified our workflow. Precise profile data every time.

Sophie Laurent
Sophie Laurent
Sales Ops
★★★★★
5.0

This linkedin post scraper transformed our lead gen pipeline. Fast, accurate JSON from scrape linkedin posts—no cookies needed!

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

Perfect linkedin scraper python integration. Extracted thousands of profiles effortlessly with top dataset quality.

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

Linkedin profile scraper api saved us weeks. Reliable linkedin data extraction for competitor analysis.

Mike Thompson
Mike Thompson
CTO
★★★★★
4.8

No more blocks with their proxies. Linkedin scraping api delivers clean data at scale.

Elena Vasquez
Elena Vasquez
DevOps Lead
★★★★★
4.9

Love the engagement metrics from linkedin posts scraper. Easy export to CSV for dashboards.

Raj Patel
Raj Patel
BI Analyst
★★★★★
5.0

Seamless linkedin scraper tool for post searches. High accuracy in linkedin data scrape.

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

Python linkedin scraper library is gold. Quick setup for web scraping linkedin tasks.

David Kim
David Kim
Full-stack Developer
★★★★★
5.0

Scraped linkedin profiles for leads—best linkedin scraper we've used. Fast and compliant.

Anna Kowalski
Anna Kowalski
Marketing Director
★★★★★
4.9

Rich datasets from linkedin search api. Ideal for NLP on scrape linkedin data.

Carlos Mendes
Carlos Mendes
AI Researcher
★★★★★
5.0

Linkedin data scraper simplified our workflow. Precise profile data every time.

Sophie Laurent
Sophie Laurent
Sales Ops
★★★★★
5.0

This linkedin post scraper transformed our lead gen pipeline. Fast, accurate JSON from scrape linkedin posts—no cookies needed!

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

Perfect linkedin scraper python integration. Extracted thousands of profiles effortlessly with top dataset quality.

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

Linkedin profile scraper api saved us weeks. Reliable linkedin data extraction for competitor analysis.

Mike Thompson
Mike Thompson
CTO
★★★★★
4.8

No more blocks with their proxies. Linkedin scraping api delivers clean data at scale.

Elena Vasquez
Elena Vasquez
DevOps Lead
★★★★★
4.9

Love the engagement metrics from linkedin posts scraper. Easy export to CSV for dashboards.

Raj Patel
Raj Patel
BI Analyst
★★★★★
5.0

Seamless linkedin scraper tool for post searches. High accuracy in linkedin data scrape.

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

Python linkedin scraper library is gold. Quick setup for web scraping linkedin tasks.

David Kim
David Kim
Full-stack Developer
★★★★★
5.0

Scraped linkedin profiles for leads—best linkedin scraper we've used. Fast and compliant.

Anna Kowalski
Anna Kowalski
Marketing Director
★★★★★
4.9

Rich datasets from linkedin search api. Ideal for NLP on scrape linkedin data.

Carlos Mendes
Carlos Mendes
AI Researcher
★★★★★
5.0

Linkedin data scraper simplified our workflow. Precise profile data every time.

Sophie Laurent
Sophie Laurent
Sales Ops
★★★★★
5.0

This linkedin post scraper transformed our lead gen pipeline. Fast, accurate JSON from scrape linkedin posts—no cookies needed!

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

Perfect linkedin scraper python integration. Extracted thousands of profiles effortlessly with top dataset quality.

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

Linkedin profile scraper api saved us weeks. Reliable linkedin data extraction for competitor analysis.

Mike Thompson
Mike Thompson
CTO
★★★★★
4.8

No more blocks with their proxies. Linkedin scraping api delivers clean data at scale.

Elena Vasquez
Elena Vasquez
DevOps Lead
★★★★★
4.9

Love the engagement metrics from linkedin posts scraper. Easy export to CSV for dashboards.

Raj Patel
Raj Patel
BI Analyst
★★★★★
5.0

Seamless linkedin scraper tool for post searches. High accuracy in linkedin data scrape.

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

Python linkedin scraper library is gold. Quick setup for web scraping linkedin tasks.

David Kim
David Kim
Full-stack Developer
★★★★★
5.0

Scraped linkedin profiles for leads—best linkedin scraper we've used. Fast and compliant.

Anna Kowalski
Anna Kowalski
Marketing Director
★★★★★
4.9

Rich datasets from linkedin search api. Ideal for NLP on scrape linkedin data.

Carlos Mendes
Carlos Mendes
AI Researcher
★★★★★
5.0

Linkedin data scraper simplified our workflow. Precise profile data every time.

Sophie Laurent
Sophie Laurent
Sales Ops
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CDPR
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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 Posts Search Scraper (No Cookie) API work?
Send POST requests with search queries to our endpoints; we handle proxy rotation, parsing, and return structured JSON with posts, profiles, and metrics—no cookies required.
What is the pricing model?
Usage-based: pay per successful record scraped, scaled by volume. Factors include query complexity, data fields requested, and frequency—no flat fees.
What data coverage and limitations apply?
Covers public LinkedIn posts, profiles, comments, engagement from searches. Limited to accessible public data; private content or login-walled pages unavailable.
Is scraping with this API legal and compliant?
Designed for public data only, respecting robots.txt and rate limits. Users must ensure compliance with LinkedIn ToS and local laws—we provide tools, not legal advice.
What integration support is available?
Full docs, Python/Node SDKs, code samples, and Slack support. Quickstarts for linkedin scraper python and REST API setups.

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