Pricing

from $2.00 / 1,000 scraped posts

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LinkedIn Posts Scraper ✅ NO COOKIES

Try for free

Scrape every post from any LinkedIn profile or company page: post text, media, reactions, comments, shares, reposts, author details, and mentions. No LinkedIn account or cookies needed. Auto-pagination handles full feeds, with batch scraping across many profiles in one run.

Pricing

from $2.00 / 1,000 scraped posts

Rating

5.0

(4)

Developer

Atomus APIs

Actor stats

Bookmarked

841

Total users

161

Monthly active users

3.3 hours

Issues response

23 days ago

Last modified

Categories

Lead generation

Social media

Automation

Security

You can access the LinkedIn Posts Scraper ✅ NO COOKIES programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = { "profiles": ["https://www.linkedin.com/in/satyanadella/"] }
9
10# Run the Actor and wait for it to finish
11run = client.actor("atomus/linkedin-posts-scraper-pro").call(run_input=run_input)
12
13# Fetch and print Actor results from the run's dataset (if there are any)
14print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
15for item in client.dataset(run.default_dataset_id).iterate_items():
16    print(item)
17
18# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

LinkedIn Profile & Company Posts Scraper API in Python

The Apify API client for Python is the official library that allows you to use LinkedIn Posts Scraper ✅ NO COOKIES API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

LinkedIn Posts Scraper ✅ NO COOKIES API in JavaScript

LinkedIn Posts Scraper ✅ NO COOKIES API through CLI

LinkedIn Posts Scraper ✅ NO COOKIES OpenAPI definition

LinkedIn Posts Scraper ✅ NO COOKIES API

LinkedIn Profile Scraper ✅ NO COOKIES

atomus/linkedin-profile-scraper

Scrape LinkedIn profiles into structured records: name, title, headline, summary, company, location, skills, education, and work history. Submit up to 5,000 URLs per run, each returns one record. Pay only for profiles found; not-found and errors are free. No account or cookies needed.

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LinkedIn Post Reactions Scraper ✅ NO COOKIES

atomus/linkedin-reactions-scraper-pro

Scrape LinkedIn post reactions to see who reacted: name, headline, profile URL, reaction type (like, celebrate, support, love, insightful, funny), and timestamp. No LinkedIn account or cookies needed. Auto-paginates the full reactions list and handles up to 1,000 posts per run.

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LinkedIn Post Comments Scraper ✅ NO COOKIES

atomus/linkedin-comments-scraper-pro

Extract every comment and reply from any LinkedIn post: comment text, author name, headline, profile URL, reaction breakdown, and timestamps. Opt into nested replies, batch up to 1,000 posts per run, and pay only for the comments extracted. No LinkedIn account or cookies needed.

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LinkedIn Company Posts Scraper (No Cookies)

harvestapi/linkedin-company-posts

Extract posts from LinkedIn companies including content, media, engagement, reactions, comments and more. No cookies or account required. Concurrency + fast response times make mass scraping fast ⚡

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LinkedIn All-in-One Scraper ✅ No cookies

scrapeforge/linkedin-all-in-one

Search LinkedIn posts by keywords, scrape profile posts, company posts, and get post details — all in one actor. Powered by real-time data, no cookies required.

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Linkedin Profile Posts Scraper (No Cookie)

datadoping/linkedin-profile-posts-scraper

For just $1.2 per 1,000 posts, scrape LinkedIn posts of a profile and extract full content, engagement stats, and author details using their profile URL. Note: If you're on free tier you can only scrape 4 profile and 100 posts per profile per run (12 profiles in total)

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LinkedIn Profile Posts Scraper (No Cookies)

harvestapi/linkedin-profile-posts

Extract posts from LinkedIn profiles, including content, media, engagement, reactions, comments, and more. No cookies or account required.

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Linkedin Post Scraper ✅ No cookies

supreme_coder/linkedin-post

Scrape unlimited Linkedin posts without risking your Linkedin account. Live data, Super fast scraping at affordable cost. High success rate

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LinkedIn Post Search ✅ NO COOKIES

atomus/linkedin-post-search

Search LinkedIn posts by keyword: author, full text, engagement and date. Filter by date, media type, author headline or industry, or posts mentioning a company or person. No account or cookies needed. Add-ons return the author's profile, who reacted and who commented. Up to 500 posts per search.

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