You can access the LinkedIn Post Reactions Scraper (No Cookies) ✅ (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

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_today-at-microsoft-build-we-showed-you-how-activity-7330296202275495938-EWFD?utm_source=share&utm_medium=member_desktop&rcm=ACoAACzazy4B3ajZsA0WxWr6m4S77iItYbYCLZM",
13        "https://www.linkedin.com/posts/microsoft-events_microsoft-build-has-arrived-in-seattle-and-ugcPost-7329991434395160578-GnK7?utm_source=share&utm_medium=member_desktop&rcm=ACoAACzazy4B3ajZsA0WxWr6m4S77iItYbYCLZM",
14        "https://www.linkedin.com/feed/update/urn:li:activity:7320867199693246465/",
15        "https://www.linkedin.com/feed/update/urn:li:activity:7408723748973056001?commentUrn=urn%3Ali%3Acomment%3A%28activity%3A7408723748973056001%2C7408723949095772161%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287408723949095772161%2Curn%3Ali%3Aactivity%3A7408723748973056001%29"
16    ],
17    "maxItems": 10
18};
19
20// Run the Actor and wait for it to finish
21const run = await client.actor("harvestapi/linkedin-post-reactions").call(input);
22
23// Fetch and print Actor results from the run's dataset (if any)
24console.log('Results from dataset');
25console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
26const { items } = await client.dataset(run.defaultDatasetId).listItems();
27items.forEach((item) => {
28    console.dir(item);
29});
30
31// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

LinkedIn Post Reactions Scraper (No Cookies) ✅ (No Cookies) API in JavaScript

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

LinkedIn Post Reactions Scraper (No Cookies) ✅ (No Cookies) API through CLI

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

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

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

harvestapi/linkedin-post-comments

Extract LinkedIn post comments or comment replies in bulk, as well as comment social activities such as the number of likes and reactions. No cookies or account required

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4.8

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

1.7K

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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

1.1K

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

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4.4

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

23K

4.8

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

196

4.7

LinkedIn Profile Comments Scraper ✅ (No Cookies)

harvestapi/linkedin-profile-comments

Extract LinkedIn profile comments, as well as comment social activities such as likes and reactions. No cookies or account required, fast response times

HarvestAPI

1.9K

5.0

Linkedin post reactions scraper

curious_coder/linkedin-post-reactions-scraper

Scrape reactions or likes from linkedin post

Curious Coder

626

LinkedIn Posts Scraper ✅ NO COOKIES

atomus/linkedin-posts-scraper-pro

Scrape every post from any LinkedIn profile or company page: post text, media, reactions, comments, shares, reposts, author details, and mentions. No LinkedIn account or cookies needed. Auto-pagination handles full feeds, with batch scraping across many profiles in one run.

Atomus APIs

602

5.0