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LinkedIn Batch Profile Posts Scraper [NO COOKIES] ✅

Try for free

Scrape LinkedIn posts from any public profile. Extract post text, reactions, comments, media, and author info in bulk. Supports up to 1,000 profiles per run via the Harvest API.

Pricing

from $5.50 / 1,000 results

Rating

5.0

(1)

Developer

Unseen User

Actor stats

Bookmarked

Total users

Monthly active users

6 days ago

Last modified

Categories

Automation

Lead generation

Social media

You can access the LinkedIn Batch Profile 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 = { "profileUrls": ["satyanadella"] }
9
10# Run the Actor and wait for it to finish
11run = client.actor("unseenuser/linkedin-content").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 Batch Profile Posts Scraper [NO COOKIES] ✅ API in Python

The Apify API client for Python is the official library that allows you to use LinkedIn Batch Profile 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 Batch Profile Posts Scraper [NO COOKIES] ✅ API in JavaScript

LinkedIn Batch Profile Posts Scraper [NO COOKIES] ✅ API through CLI

LinkedIn Batch Profile Posts Scraper [NO COOKIES] ✅ OpenAPI definition

LinkedIn Batch Profile 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.

HarvestAPI

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4.9

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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4.7

Linkedin Posts Search Scraper (No Cookie)

datadoping/linkedin-posts-search-scraper

For just $1.2 per 1,000 posts, scrape LinkedIn posts of a keyword 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)

Data Doping

567

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)

Data Doping

312

5.0

Profile Comments Scraper for LinkedIn [No Cookies]

apimaestro/linkedin-profile-comments

Linkedin User comments scraper: Extract comments LinkedIn profiles and users including post content, reactions, stats, media attachments and more.

API Maestro

1.1K

5.0

LinkedIn Post Comment & Reaction Extractor [NO COOKIES] ✅

unseenuser/linkedin-post-comment-reaction-extractor-no-cookies

Scrape LinkedIn post comments, replies, and reactions at scale. Collects comment text, author profiles, reaction types, reactor details, and timestamps with configurable limits - no LinkedIn login required.

Unseen User

5.0

Get Connections for Linkedin

addeus/get-connections

Export your LinkedIn 1st-degree connections to JSON/CSV. Ideal for personal CRM, network backups, and lead management. Uses search pagination for stability and supports residential proxies. Retrieves Name, Headline, and Profile URL.

Addeus

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

2.8K

4.7

Linkedin Network Connection Request

data_link_miner/linkedin-network-connection-request

Safely add, remove, and manage LinkedIn connection requests at scale, without triggering LinkedIn restrictions. This actor is designed to automate your LinkedIn outreach while respecting platform limits and best practices.

Data LinkMiner

1.4

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.