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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 results

Rating

5.0

(3)

Developer

Atomus APIs

Actor stats

Bookmarked

280

Total users

Monthly active users

20 days ago

Last modified

Categories

Lead generation

Social media

Automation

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 Integrations settings 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 = {}
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("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
15for item in client.dataset(run["defaultDatasetId"]).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 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

scraper-engine/linkedin-post-scraper

💼 LinkedIn Post Scraper extracts public LinkedIn posts from profile or company profile with text, media, reactions, comments & author info. 🚀 Ideal for market research, content analysis & lead generation. Export data in JSON, CSV, or Excel.

Scraper Engine

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Linkedin Post Search Scraper (No Cookies)

harvestapi/linkedin-post-search

Search LinkedIn Posts with advanced filters by target profiles or companies. No cookies or account required.

HarvestAPI

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Linkedin Post Search Scraper ✅ No cookies

aniruddh_from_clay.wtf/linkedin-post-search-scraper-no-cookies

Scrape LinkedIn Posts Data without risking your LinkedIn account

Aniruddh from clay.wtf

198

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Mass Profile Posts Scraper for LinkedIn | No Cookies

apimaestro/linkedin-batch-profile-posts-scraper

Scrape in Batch LinkedIn posts from LinkedIn profiles including post content, reactions, comments count, and media attachments

API Maestro

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4.7

Profile Posts Scraper for LinkedIn [No Cookies]

apimaestro/linkedin-profile-posts

Scrape LinkedIn posts data for a given LinkedIn profile including post content, reactions, comments count, and media attachments

API Maestro

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4.8

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.

ScrapeForge

1.0

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.