Pricing

from $5.00 / 1,000 linkedin profile reaction scrapeds

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LinkedIn Profile Reactions Scraper

Try for free

Extract posts a public LinkedIn profile reacted to (liked, celebrated, supported) with action type, post URL, author handle, and text preview. Provider-backed plus public HTML fallback. Cookieless, no login and MCP-ready.

Pricing

from $5.00 / 1,000 linkedin profile reaction scrapeds

Rating

0.0

(0)

Developer

Khadin Akbar

Actor stats

Bookmarked

Total users

Monthly active users

15 days ago

Last modified

Categories

Social media

Lead generation

Automation

You can access the LinkedIn Profile 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 API & Integrations 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    "profileUrls": ["https://www.linkedin.com/in/parrsam/"],
10    "maxReactionsPerProfile": 10,
11    "includeShares": False,
12    "enrichPosts": False,
13    "maxConcurrency": 2,
14}
15
16# Run the Actor and wait for it to finish
17run = client.actor("khadinakbar/linkedin-profile-reactions-scraper").call(run_input=run_input)
18
19# Fetch and print Actor results from the run's dataset (if there are any)
20print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
21for item in client.dataset(run.default_dataset_id).iterate_items():
22    print(item)
23
24# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

LinkedIn Profile Reactions Scraper API in Python

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

LinkedIn Profile Reactions Scraper API through CLI

LinkedIn Profile Reactions Scraper OpenAPI definition

LinkedIn Profile Reactions Scraper API

Email to LinkedIn Profile Scraper

khadinakbar/email-to-linkedin-profile-scraper

Look up public LinkedIn profiles from email addresses: name, headline, profile URL, company, and location. Provider-backed via ScrapeCreators and SociaVault Google Search with optional public-profile enrichment. Cookieless, no LinkedIn login. MCP-ready.

Khadin Akbar

LinkedIn Profile Posts Scraper

khadinakbar/linkedin-profile-posts-scraper

Scrape a LinkedIn person's recent public posts by profile URL. Returns post text, post URL, posted date, reactions, comments, shares, media, repost flag, and author identity. Provider-backed, no login or cookies. Charged $0.005 per post. MCP/API-ready.

Khadin Akbar

LinkedIn Post Reactions Scraper

qaseemiqbal/linkedin-post-reactions-scraper

Extract people and entities that reacted to LinkedIn posts, including reaction type, name, headline, profile URL, and image URLs.

Muhammad Qaseem Iqbal

LinkedIn User Comments & Reactions Scraper

khadinakbar/linkedin-user-comments-reactions-scraper

Scrape comments and reactions a LinkedIn profile left on other people's posts: comment text, reaction type, timestamps, and original post context. Cookieless HarvestAPI-backed, no login. MCP-ready.

Khadin Akbar

LinkedIn Post Reactions Scraper (No Cookies)

data-slayer/linkedin-post-reactions

Extract people and entities that reacted to public LinkedIn posts. Get reaction type, name, headline, LinkedIn URL, IDs, and timestamps in clean JSON or CSV—no cookies or LinkedIn login required.

Data Slayer

LinkedIn Profile Reactions Scraper (No Cookies)

data-slayer/linkedin-profile-reactions

Extract posts reacted to by public LinkedIn profiles, including action labels, post text, authors, timestamps, engagement counts, reaction breakdowns, attachments, and shared-post context. Batch up to 1,000 profiles and export JSON, CSV, or Excel—no LinkedIn cookies or login required.

Data Slayer

Linkedin Post Scraper

scraper-engine/linkedin-post-scraper

💼 LinkedIn Post Scraper extracts public LinkedIn posts from profile or company profile with text, media, reactions, comments & author info. 🚀 Ideal for market research, content analysis & lead generation. Export data in JSON, CSV, or Excel.

Scraper Engine

592

5.0

LinkedIn Posts API | Scrape Profile Posts & Engagement

johnvc/linkedin-posts-api

Collect public LinkedIn posts as clean, structured JSON. Discover every post from a profile URL, or fetch specific post URLs, with text, reactions, comments, shares, media, hashtags, and author details. Pay per post, MCP-ready for Claude and AI agents.

John

5.0

LinkedIn Profile Comments Scraper

khadinakbar/linkedin-profile-comments-scraper

Give a LinkedIn profile URL and get every commenter on that person's recent posts — name, headline, profile URL, comment text and reactions. Also accepts direct post/article URLs. Provider-backed (ScrapeCreators + SociaVault); no cookies, no login. MCP/API-ready.

Khadin Akbar

LinkedIn Profile Posts Scraper (No Cookies) ✅ Bulk

crustapi/linkedin-profile-posts-scraper

Extract posts from any public LinkedIn profile in bulk: post text, likes, comments, reactions, dates and links. Export LinkedIn data as JSON or CSV. No login, no cookies, no LinkedIn account required.