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

1import { ApifyClient } from 'apify-client';
2
3// Initialize the ApifyClient with your Apify API token
4// Replace the '<YOUR_API_TOKEN>' with your token
5const client = new ApifyClient({
6    token: '<YOUR_API_TOKEN>',
7});
8
9// Prepare Actor input
10const input = {
11    "posts": [
12        "https://www.linkedin.com/posts/satyanadella_no-one-becomes-a-clinician-to-do-paperwork-activity-7302346926123798528-jitu"
13    ],
14    "proxyConfiguration": {
15        "useApifyProxy": false
16    }
17};
18
19// Run the Actor and wait for it to finish
20const run = await client.actor("api-empire/linkedin-post-reactions-scraper").call(input);
21
22// Fetch and print Actor results from the run's dataset (if any)
23console.log('Results from dataset');
24console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
25const { items } = await client.dataset(run.defaultDatasetId).listItems();
26items.forEach((item) => {
27    console.dir(item);
28});
29
30// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

Linkedin Post Reactions Scraper API in JavaScript

The Apify API client for JavaScript is the official library that allows you to use Linkedin Post Reactions Scraper API in JavaScript or TypeScript, providing convenience functions and automatic retries on errors.

Install the apify-client

$npm install apify-client

Other API clients include:

Linkedin Post Reactions Scraper API in Python

Linkedin Post Reactions Scraper API through CLI

Linkedin Post Reactions Scraper OpenAPI definition

Linkedin Post Reactions Scraper API

LinkedIn Post Reactions Scraper (No Cookies)⚡$2 per 1k

harvestapi/linkedin-post-reactions

Extract LinkedIn post social activities and reactions such as likes, appreciations, etc. No cookies or account required.

HarvestAPI

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5.0

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Linkedin post reactions scraper

curious_coder/linkedin-post-reactions-scraper

Scrape reactions or likes from linkedin post

Curious Coder

615

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

185

5.0

(1)

LinkedIn Post's Reactions Scraper

freshdata/reaction-scraper

extract detailed reactions data from any profile post

FreshData

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

(1)

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 🔍🚀

Scrapio

Linkedin Post Reactions Scraper

simpleapi/linkedin-post-reactions-scraper

SimpleAPI

Linkedin Post Reactions Scraper

scraperforge/linkedin-post-reactions-scraper

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

Reaction Scraper

bestscrapers/reaction-scraper

The **Linkedin Post's Reaction Scraper** is a powerful tool designed to extract detailed reactions data from any profile posts — without the need for cookies or login.