Pricing

from $1.20 / 1,000 results

LinkedIn Profile Comments & Reactions Scraper No Cookies

Extract comments and reactions from LinkedIn profiles with structured, deduplicated data. Supports multiple users, date and filtering. Ideal for analytics, lead generation, and engagement tracking.

Pricing

from $1.20 / 1,000 results

Rating

0.0

(0)

Developer

Scraping Solutions

Actor stats

Bookmarked

Total users

Monthly active users

4 days ago

Last modified

Categories

Lead generation

Automation

Social media

You can access the LinkedIn Profile Comments & Reactions 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 = { "usernames": ["satyanadella"] }
9
10# Run the Actor and wait for it to finish
11run = client.actor("scraping_solutions/linkedin-profile-comments-reactions-scraper-no-cookies").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 Comments & Reactions Scraper API in Python

The Apify API client for Python is the official library that allows you to use LinkedIn Profile Comments & Reactions 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 Profile Comments & Reactions Scraper No Cookies API in JavaScript

LinkedIn Profile Comments & Reactions Scraper No Cookies API through CLI

LinkedIn Profile Comments & Reactions Scraper No Cookies OpenAPI definition

LinkedIn Profile Comments & Reactions Scraper No Cookies API

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

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Profile Reactions Scraper for LinkedIn [No Cookies]

apimaestro/linkedin-profile-reactions

Linkedin User Reactions Scraper: Extract reactions for LinkedIn profiles and users including post content, reactions, stats, article, media attachments and more.

API Maestro

796

5.0

LinkedIn User Comments & Reactions Scraper [NO COOKIES] ✅

unseenuser/LinkedIn-user-comments-reactions

Extract public comments and reactions made by any LinkedIn profile. No login required. Get structured data with reaction counts, post content, media, and timestamps.

Unseen User

5.0

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

9.1K

4.9

LinkedIn Post & Comments Scraper ✅ No cookies

practicaltools/Apify-linkedin-post-scraper

A robust Actor that extracts structured data from public LinkedIn posts, including author, text, images, videos, date and reactions.

Practical Tools

201

4.0

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

17K

4.7

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 Post Comments Engagements Scraper

scrapio/post-comments-engagements-scraper-linkedin

Extract engagement insights from LinkedIn posts using the LinkedIn Post Comments Engagement Scraper. Collect post text, comments, reactions, likes, timestamps, and author details automatically. Ideal for social media analytics and content performance tracking.

Scrapio

Linkedin post reactions scraper

curious_coder/linkedin-post-reactions-scraper

Scrape reactions or likes from linkedin post

Curious Coder

618

Linkedin Post Reactions Scraper

scraper-engine/linkedin-post-reactions-scraper

LinkedIn Post Reactions Scraper extracts reaction data from LinkedIn posts. Collect users who reacted, reaction types, profile URLs, and timestamps. Ideal for engagement analysis, lead discovery, influencer tracking, and LinkedIn audience insights.