You can access the Linkedin Post Search 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 = {
9    "searchQueries": ["b2b sales"],
10    "maxPosts": 20,
11    "scrapeReactions": False,
12    "postNestedReactions": False,
13    "scrapeComments": False,
14    "postNestedComments": False,
15}
16
17# Run the Actor and wait for it to finish
18run = client.actor("harvestapi/linkedin-post-search").call(run_input=run_input)
19
20# Fetch and print Actor results from the run's dataset (if there are any)
21print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
22for item in client.dataset(run.default_dataset_id).iterate_items():
23    print(item)
24
25# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Linkedin Post Search Scraper (No Cookies) API in Python

The Apify API client for Python is the official library that allows you to use Linkedin Post Search 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 Post Search Scraper (No Cookies) API in JavaScript

Linkedin Post Search Scraper (No Cookies) API through CLI

Linkedin Post Search Scraper (No Cookies) OpenAPI definition

Linkedin Post Search 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

32K

4.4

Linkedin post scraper

curious_coder/linkedin-post-search-scraper

Scrape linkedin posts or updates from linkedin post search results. Supports advanced linkedin search filters. Extract posts from any linkedin member

Curious Coder

10K

4.7

LinkedIn Post Reactions Scraper (No Cookies) ✅ (No Cookies)

harvestapi/linkedin-post-reactions

Extract reactions of LinkedIn posts or comments, such as likes, appreciations, etc. No cookies or account required.

HarvestAPI

4.2K

5.0

LinkedIn Viral Posts Finder (No Cookies)

scarletapi/linkedin-viral-posts-finder

Search LinkedIn posts by keyword and extract structured post data with engagement metrics. No cookies or LinkedIn account required. Great for content creation.

Scarlet API

325

1.0

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

1.5K

5.0

LinkedIn Post Search Scraper 2$/1K

lofomachines/linkedin-post-search-scraper

Find and extract public LinkedIn posts by keyword or get single post data by url, country and date range. Clean, structured, ready-to-use data. Fast and Cheaper.

Lofomachines

Posts Search Scraper for LinkedIn | No Cookies

apimaestro/linkedin-posts-search-scraper-no-cookies

Scrape LinkedIn posts by keyword without login. Get post content, reactions, author details, and media. Sort by relevance or date. Perfect for research, analysis, and monitoring trends.

API Maestro

12K

4.7

LinkedIn Comment Replies & Reactions [NO COOKIES] ✅

unseenuser/Comment-reactions-and-replies

Extract every reply and reaction on any LinkedIn comment - go beyond top-level engagement to map the full thread. Find the warmest leads in viral comment threads. No login, no cookies. Built for B2B sales teams, ABM researchers, and sentiment analysts.

Unseen User

5.0

Linkedin Profile Scraper with Email & Company Data (No Cookie)

datadoping/linkedin-profile-scraper

For just $3 per 1,000 profiles, LinkedIn Profile with Email & Company Data and get complete lead information, including verified emails, using their username, URL, or URN. This advanced scraper integrates with tools like Apollo, Hunter, Lusha etc. to ensure accurate and up-to-date email data.

Data Doping

3.7K

3.5