Pricing

$5.00 / 1,000 results

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LinkedIn User Reactions Scraper [NO COOKIES] ✅

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Scrape every reaction (like, celebrate, support) a LinkedIn user has given. See what topics interest them at a glance - lighter signal than comments but 10x broader coverage. No login, no cookies. Built for topic interest mapping and lightweight prospect research.

Pricing

$5.00 / 1,000 results

Rating

5.0

(4)

Developer

Unseen User

Actor stats

Bookmarked

Total users

Monthly active users

0.97 hours

Issues response

6 days ago

Last modified

Categories

Lead generation

Social media

Automation

You can access the LinkedIn User Reactions Scraper [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

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 = { "profiles": ["https://www.linkedin.com/in/satyanadella"] }
9
10# Run the Actor and wait for it to finish
11run = client.actor("unseenuser/linkedin-user-reactions").call(run_input=run_input)
12
13# Fetch and print Actor results from the run's dataset (if there are any)
14print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
15for item in client.dataset(run.default_dataset_id).iterate_items():
16    print(item)
17
18# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

LinkedIn User Reactions History - Activity API API in Python

The Apify API client for Python is the official library that allows you to use LinkedIn User Reactions Scraper [NO COOKIES] ✅ API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

LinkedIn User Reactions Scraper [NO COOKIES] ✅ API in JavaScript

LinkedIn User Reactions Scraper [NO COOKIES] ✅ API through CLI

LinkedIn User Reactions Scraper [NO COOKIES] ✅ OpenAPI definition

LinkedIn User Reactions Scraper [NO COOKIES] ✅ API

LinkedIn Comments & Reactions Scraper - No Cookies

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Scrape public LinkedIn post engagement by URL: reaction count, comment count, reaction types, and visible public comments when LinkedIn exposes them. No login or cookies required.

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LinkedIn User Comments Scraper [NO COOKIES] ✅

unseenuser/LinkedIn-user-comments

Scrape every comment a LinkedIn user has posted on other people's content. Get comment text, target posts, engagement, timestamps, and reaction breakdowns. The richest signal for personalized B2B outreach. No login, no cookies. Built for SDRs and ABM teams.

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LinkedIn Post Reactions Scraper ✅ NO COOKIES

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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.

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LinkedIn User Comments & Reactions Scraper [NO COOKIES] ✅

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See exactly what any LinkedIn user has commented on or reacted to recently - their full engagement history. Surface what topics they care about and which thought leaders they follow. No login, no cookies. Built for personalized B2B outreach and ABM teams.

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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.

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LinkedIn Engagement Scraper — Comments & Reactions

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Scrape a LinkedIn member's recent comments and reactions. See what a person engages with — the posts, authors, and text. Fast, no cookies, no setup.

EndSpec

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

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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.

CrustAPI

LinkedIn Comments Scraper - [✅ No Cookies]

khadinakbar/linkedin-comments-scraper

Extract public LinkedIn post comments and replies with structured author, text, reaction, reply, provider, and run summary fields. No LinkedIn cookies required. MCP/API-ready.