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 = { "post_urls": [
9        "https://www.linkedin.com/posts/satyanadella_no-one-becomes-a-clinician-to-do-paperwork-activity-7302346926123798528-jitu",
10        "7302346926123798528",
11    ] }
12
13# Run the Actor and wait for it to finish
14run = client.actor("apimaestro/linkedin-post-reactions").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

curious_coder/linkedin-post-reactions-scraper

Scrape reactions or likes from linkedin post

Curious Coder

594

LinkedIn Post's Reactions Scraper

freshdata/reaction-scraper

extract detailed reactions data from any profile post

FreshData

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

5.0

Linkedin Post Comments,Replies,Engagements Scraper | No Cookies

apimaestro/linkedin-post-comments-replies-engagements-scraper-no-cookies

Scrape in Batch all LinkedIn post related data including comments, stats, , reactions, replies and media attachments

API Maestro

2.3K

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

4.0

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. Concurrency + fast response times make mass scraping fast ⚡

HarvestAPI

930

5.0

Linkedin Post Scraper

scrapio/linkedin-post-scraper

Scrapes posts from any public LinkedIn profile or company page, capturing text, images, videos, authors, timestamps, reactions, comments, hashtags, and post URLs. Ideal for content research, competitor tracking, engagement analysis, and large-scale LinkedIn data extraction

Scrapio

Linkedin Post Likes Scraper

clothefobia/linkedin-post-likes-scraper

Linkedin Post Likes Scraper-extract Post Likes from any LinkedIn post with our LinkedIn Post Like Scraper. Fast, secure, and no coding required.

clothe fobia

Linkedin Post Scraper

bestscrapers/linkedin-post-scraper

The **Linkedin Post Scraper** is a powerful tool designed to extract detailed post data from public LinkedIn profiles — without the need for cookies or login.

Linkedin Scrapers

182

5.0

Linkedin Post Like Scraper

bhansalisoft/linkedin-post-like-scraper

Linkedin Post Like Scraper- Easily extract likes detail from any LinkedIn post with our LinkedIn Post Like Scraper. Fast, secure, and no coding required.