Pricing

from $3.00 / 1,000 results

LinkedIn Post Reactions Scraper

Scrape the full list of people who reacted to any LinkedIn post, including their name, headline, profile URL, and reaction type (like, celebrate, love, support, insightful, funny, curious).

Pricing

from $3.00 / 1,000 results

Rating

0.0

(0)

Developer

Crawler Bros

Actor stats

Bookmarked

Total users

Monthly active users

20 hours ago

Last modified

Categories

Automation

Lead generation

Social media

You can access the LinkedIn Post Reactions Scraper 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    "postUrls": ["https://www.linkedin.com/feed/update/urn:li:activity:7234567890123456789/"],
10    "cookie": "AQEDATVc5uMEM5s_AAABnro67cYAAAGe3kdxxk0Ajoj1en-Axa4lUoxvqVMAsMpFO2u4rOjJfIS1U1wrBETHJHqkj5i6KReB53dmYSZDgX9K4XnaFLmn7vE30gVWegfZltSOZVu_-Ny8sl4-aAKzeN-H",
11}
12
13# Run the Actor and wait for it to finish
14run = client.actor("crawlerbros/linkedin-post-reactions-scraper").call(run_input=run_input)
15
16# Fetch and print Actor results from the run's dataset (if there are any)
17print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
18for item in client.dataset(run["defaultDatasetId"]).iterate_items():
19    print(item)
20
21# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

LinkedIn Post Reactions Scraper API in Python

The Apify API client for Python is the official library that allows you to use LinkedIn Post Reactions Scraper 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 Reactions Scraper API in JavaScript

LinkedIn Post Reactions Scraper API through CLI

LinkedIn Post Reactions Scraper OpenAPI definition

LinkedIn Post Reactions Scraper API

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

5.0

(6)

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.

Atomus APIs

5.0

(3)

Linkedin Post Reactions Scraper (No Cookie)

datadoping/linkedin-post-reactions-scraper-no-cookie

For $1.2 per 1000 reactions. Scraper Likes, Praise, Empathy, Appreciation and Interest of any Linkedin Post using URL or URN. Note: Freemium users are limited to scrape only 4 posts and 100 reactions per run (12 posts in total)

Data Doping

307

5.0

(2)

LinkedIn Post Comment & Reaction Extractor [NO COOKIES] ✅

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

Extract every commenter and reactor on any public LinkedIn post - profiles, comment text, reaction types, timestamps. The highest-signal lead source on LinkedIn: engaged commenters are 5–10x warmer than cold search results. No login, no cookies. Built for B2B sales teams.

Unseen User

263

5.0

(6)

Linkedin post reactions scraper

curious_coder/linkedin-post-reactions-scraper

Scrape reactions or likes from linkedin post

Curious Coder

624

LinkedIn Post's Reactions Scraper

freshdata/reaction-scraper

extract detailed reactions data from any profile post

FreshData

182

Linkedin Post Reactions Scraper

scraperforge/linkedin-post-reactions-scraper

📊 LinkedIn Post Reactions Scraper collects reaction types & counts plus reactor profiles (name, title, company) from posts. 🔍 Export CSV/JSON for engagement insights, audience research & outreach. 🚀 Perfect for B2B marketing, sales, lead gen & social listening.

ScraperForge

Linkedin Post Reactions Scraper

scrapelabsapi/linkedin-post-reactions-scraper

Scrape LinkedIn post reactions with ease 👍💼 Extract reaction types, user names, profile links, and engagement data from public posts. Perfect for audience research, competitor analysis, lead generation, and campaign insights. Track LinkedIn engagement smarter 🚀

ScrapeLabs

LinkedIn Post Reactions Scraper - [✅ No Cookies]

khadinakbar/linkedin-post-reactions-scraper

Extract public LinkedIn post reaction metrics, like counts, comment counts, share counts, engagement totals, and visible reactor profile rows when provider payloads expose them.

Khadin Akbar

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.

Scraper Engine

Linkedin Post Reactions Scraper

scrapio/linkedin-post-reactions-scraper

Scrape LinkedIn post reaction data instantly with this LinkedIn Post Reactions Scraper 👍 Extract usernames, reaction types, profile links, and engagement insights with ease 📊 Perfect for audience analysis, lead generation, competitor research, and social selling 🔍🚀