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SolutionsLinkedIn Post Comments Scraper (No Cookies)⚡$2 per 1k Scraper API
LinkedIn Post Comments Scraper (No Cookies)⚡$2 per 1k Scraper API
Harness the power of our LinkedIn Post Comments Scraper API – a no-cookies-required linkedin scraper api designed for seamless linkedin scraping. Bypass IP blocks, rate limits, and parsing challenges to extract structured JSON from comments, threaded replies, and engagement metrics. Ideal for python linkedin scraper scripts, scrape linkedin posts, and scalable linkedin data extraction without authentication hassles.
LinkedIn Post Comments Scraper (No Cookies)⚡$2 per 1k Scraper API
What Can You Build With LinkedIn Post Comments Scraper (No Cookies)⚡$2 per 1k Scraper API Scraper?
Develop sentiment analysis tools using linkedin comments scraper data to monitor brand perception on LinkedIn posts. Build lead generation pipelines by extracting commenter profiles with our linkedin data scraper for targeted outreach. Create competitive intelligence dashboards tracking engagement metrics via linkedin scraping api for real-time market insights and trend forecasting.
No Cookies Authentication
Scrape public LinkedIn post comments effortlessly without managing sessions or logins, perfect for linkedin scraper python integrations and avoiding common auth pitfalls in web scraping linkedin.
Real-time JSON Datasets
Receive instant, structured JSON responses with comments, replies, and metrics, enabling fast linkedin data extraction for dashboards, ML models, and python linkedin api workflows.
Scalable API Endpoints
Handle high-volume requests with async support for linkedin scraper api, ideal for scraping linkedin data at scale without downtime or performance bottlenecks.
Python & JS SDKs
Plug-and-play libraries for linkedin scraper python, Node.js, and web scraping linkedin projects, simplifying integration and accelerating your linkedin scraping tool development.
Trusted by Data-Driven Teams Worldwide
Used by teams across analytics, research, monitoring, and growth workflows.
Available LinkedIn Post Comments Scraper (No Cookies)⚡$2 per 1k Scraper API Scrapers
Access the most commonly used LinkedIn Post Comments Scraper (No Cookies)⚡$2 per 1k Scraper API data types — fully structured, consistently formatted, and production-ready.
linkedin post scraper
Extract full post details, comments, and engagement from LinkedIn URLs without cookies.
Scraping method:
post_id
post_text
author_name
comments_count
likes
shares
timestamp
linkedin comments scraper
Pull threaded comments and replies from specific LinkedIn posts for deep analysis.
Scraping method:
comment_id
text
author_profile
author_name
likes_count
replies_count
timestamp
linkedin scraper api
REST API for batch scraping LinkedIn post interactions and user data.
Scraping method:
url
post_data
comments
engagement_metrics
user_profiles
media_urls
reactions
scrape linkedin posts
Targeted endpoint to harvest content and comments from multiple posts.
Scraping method:
post_url
content
reactions
comment_threads
views
author_info
metrics
linkedin posts scraper
Dedicated scraper for posts including all visible comments and bios.
Scraping method:
post_id
title
body
comments_list
engagements
user_bios
images
linkedin data scraper
Versatile tool for extracting structured datasets from LinkedIn posts and comments.
Scraping method:
data_type
post_comments
profiles
engagement
replies
timestamps
urls
LinkedIn Post Comments Scraper (No Cookies)⚡$2 per 1k Scraper API crawling methods
API Scraping (For Developers)
Seamlessly integrate our RESTful linkedin scraper api into your backend for programmatic access.
Python Integration
Leverage linkedin scraper python SDK for async requests and easy linkedin scraping python automation.
Node.js Compatibility
Quick setup with JS libraries for real-time web scraping linkedin in serverless environments.
Bulk Async Calls
Process thousands of scrape linkedin posts endpoints concurrently with rate limit handling.
No-Code Scraping (For Ops & Growth Teams)
Utilize the no-code dashboard for effortless LinkedIn post comments extraction.
Visual URL Input
Simply paste post links to trigger instant linkedin comments scraper runs.
Scheduled Scrapes
Automate recurring jobs for ongoing linkedin data scraper collections.
Export Options
Download clean CSV/Excel files of linkedin datasets ready for analysis.
Code examples
Retrieve LinkedIn Post Comments Scraper (No Cookies)⚡$2 per 1k Scraper API posts and author information in seconds with a simple API call.
"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"
"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"
"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"
"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"
"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"
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
],
"amazons_choices":[
],
},
},
},
],
},
How the LinkedIn Post Comments Scraper (No Cookies)⚡$2 per 1k Scraper API Scraper API works?
Intelligent IP rotation
Automatic CAPTCHA recognition
HTTP headers
Automatic webpage parsing
Customizable support
What can our API do for you?
Proxy management
ML-driven proxy selection and rotation using our premium proxy pool from 190 countries.
AI-driven fingerprinting
Unique HTTP headers, JavaScript, and browser fingerprints ensure resilience to dynamic content.
CAPTCHA bypass
Automatic retries and CAPTCHA bypassing for uninterrupted data retrieval.
Bulk data extraction
Extract data from several pages at the same time with up to 10K URLs per batch.
Multiple delivery options
Receive data via cloud storage such as SFTP or AWSS3, or retrieve results through APIs.
Scheduled scraping
Set your preferred frequency for automated, custom-timed data collection, with results delivered directly to your cloud storage.
Maintenance-free infrastructure
Eliminate proxy maintenance and infrastructure hassle. No need to build crawler systems.
Highly scalable
Easy to integrate with support for customization.
24/7 support
Receive professional support in case of anyquestions or issues.
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
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Game-changer for linkedin post scraper needs. Fast, accurate datasets without cookies – integrated perfectly with my python linkedin scraper.
Alex Rivera
Data Engineer
★★★★★
4.9
linkedin comments scraper delivers top-notch engagement data. Easy API, no hassle, transformed our lead gen strategy.
Sarah Kim
Growth Marketer
★★★★★
5.0
Best linkedin scraper api for sentiment analysis. Clean JSON from scrape linkedin posts, scales beautifully.
Mike Chen
ML Developer
★★★★★
4.8
linkedin data scraper simplified our competitor tracking. Reliable, no IP issues, highly recommend.
Emma Lopez
Product Analyst
★★★★★
5.0
Seamless linkedin scraping python integration. Fast comments extraction, perfect for real-time dashboards.
David Patel
Backend Dev
★★★★★
4.9
Outstanding linkedin posts scraper. Rich datasets for market research, worth every penny.
Lisa Wong
Insights Manager
★★★★★
5.0
linkedin scraper api handles volume effortlessly. No cookies meant quick setup and zero bans.
Tom Harris
CTO
★★★★★
4.7
Love the structured output from web scraping linkedin. Boosted our NLP models significantly.
Nina Gupta
Data Scientist
★★★★★
5.0
Top linkedin data extraction tool. Simple API, precise comments data for our SaaS.
Raj Singh
Founder
★★★★★
4.9
linkedin scraping service excellence. Tracked post trends flawlessly with their scraper.
Claire Dubois
Marketing Lead
★★★★★
5.0
Game-changer for linkedin post scraper needs. Fast, accurate datasets without cookies – integrated perfectly with my python linkedin scraper.
Alex Rivera
Data Engineer
★★★★★
4.9
linkedin comments scraper delivers top-notch engagement data. Easy API, no hassle, transformed our lead gen strategy.
Sarah Kim
Growth Marketer
★★★★★
5.0
Best linkedin scraper api for sentiment analysis. Clean JSON from scrape linkedin posts, scales beautifully.
Mike Chen
ML Developer
★★★★★
4.8
linkedin data scraper simplified our competitor tracking. Reliable, no IP issues, highly recommend.
Emma Lopez
Product Analyst
★★★★★
5.0
Seamless linkedin scraping python integration. Fast comments extraction, perfect for real-time dashboards.
David Patel
Backend Dev
★★★★★
4.9
Outstanding linkedin posts scraper. Rich datasets for market research, worth every penny.
Lisa Wong
Insights Manager
★★★★★
5.0
linkedin scraper api handles volume effortlessly. No cookies meant quick setup and zero bans.
Tom Harris
CTO
★★★★★
4.7
Love the structured output from web scraping linkedin. Boosted our NLP models significantly.
Nina Gupta
Data Scientist
★★★★★
5.0
Top linkedin data extraction tool. Simple API, precise comments data for our SaaS.
Raj Singh
Founder
★★★★★
4.9
linkedin scraping service excellence. Tracked post trends flawlessly with their scraper.
Claire Dubois
Marketing Lead
★★★★★
5.0
Game-changer for linkedin post scraper needs. Fast, accurate datasets without cookies – integrated perfectly with my python linkedin scraper.
Alex Rivera
Data Engineer
★★★★★
4.9
linkedin comments scraper delivers top-notch engagement data. Easy API, no hassle, transformed our lead gen strategy.
Sarah Kim
Growth Marketer
★★★★★
5.0
Best linkedin scraper api for sentiment analysis. Clean JSON from scrape linkedin posts, scales beautifully.
Mike Chen
ML Developer
★★★★★
4.8
linkedin data scraper simplified our competitor tracking. Reliable, no IP issues, highly recommend.
Emma Lopez
Product Analyst
★★★★★
5.0
Seamless linkedin scraping python integration. Fast comments extraction, perfect for real-time dashboards.
David Patel
Backend Dev
★★★★★
4.9
Outstanding linkedin posts scraper. Rich datasets for market research, worth every penny.
Lisa Wong
Insights Manager
★★★★★
5.0
linkedin scraper api handles volume effortlessly. No cookies meant quick setup and zero bans.
Tom Harris
CTO
★★★★★
4.7
Love the structured output from web scraping linkedin. Boosted our NLP models significantly.
Nina Gupta
Data Scientist
★★★★★
5.0
Top linkedin data extraction tool. Simple API, precise comments data for our SaaS.
Raj Singh
Founder
★★★★★
4.9
linkedin scraping service excellence. Tracked post trends flawlessly with their scraper.
Claire Dubois
Marketing Lead
★★★★★
5.0
Game-changer for linkedin post scraper needs. Fast, accurate datasets without cookies – integrated perfectly with my python linkedin scraper.
Alex Rivera
Data Engineer
★★★★★
4.9
linkedin comments scraper delivers top-notch engagement data. Easy API, no hassle, transformed our lead gen strategy.
Sarah Kim
Growth Marketer
★★★★★
5.0
Best linkedin scraper api for sentiment analysis. Clean JSON from scrape linkedin posts, scales beautifully.
Mike Chen
ML Developer
★★★★★
4.8
linkedin data scraper simplified our competitor tracking. Reliable, no IP issues, highly recommend.
Emma Lopez
Product Analyst
★★★★★
5.0
Seamless linkedin scraping python integration. Fast comments extraction, perfect for real-time dashboards.
David Patel
Backend Dev
★★★★★
4.9
Outstanding linkedin posts scraper. Rich datasets for market research, worth every penny.
Lisa Wong
Insights Manager
★★★★★
5.0
linkedin scraper api handles volume effortlessly. No cookies meant quick setup and zero bans.
Tom Harris
CTO
★★★★★
4.7
Love the structured output from web scraping linkedin. Boosted our NLP models significantly.
Nina Gupta
Data Scientist
★★★★★
5.0
Top linkedin data extraction tool. Simple API, precise comments data for our SaaS.
Raj Singh
Founder
★★★★★
4.9
linkedin scraping service excellence. Tracked post trends flawlessly with their scraper.
Claire Dubois
Marketing Lead
ISO 27001
CDPR
Top-Rated by Users
Leader
Easiest To Use
Best Value Award
Frequently asked questions
Everything you need to know about XCrawl.
How does the LinkedIn Post Comments Scraper API architecture work?
Submit post URLs via POST requests to our endpoints; receive instant JSON with comments, replies, and metrics. No cookies or headless browsers needed for public data access.
What factors determine the pricing model?
$2 per 1k comments scraped, based solely on successful extractions. No minimums, subscriptions, or hidden fees – pay only for data volume.
What is the data coverage and any limitations?
Covers public post comments, threaded replies, user bios, engagement metrics, and media. Limited to visible public data; no private profiles or restricted content.
Is this LinkedIn scraping legal and compliant?
We exclusively target publicly available data. Always review LinkedIn's TOS and consult legal for your use case to ensure compliance.
What integration and support options are available?
Full docs, Python/JS SDKs, code samples for linkedin scraper python, and priority support. Compatible with any language via REST API.
Get the data you need.
Let us handle the data collection while you focus on your work.