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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.

Pricing

from $5.00 / 1,000 results

Rating

5.0

(4)

Developer

Unseen User

Actor stats

Bookmarked

377

Total users

Monthly active users

2 days ago

Last modified

Categories

Automation

Lead generation

Social media

You can access the LinkedIn User Comments & 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 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 = {
9    "profiles": ["https://www.linkedin.com/in/satyanadella"],
10    "commentsLimit": 10,
11    "reactionsLimit": 10,
12}
13
14# Run the Actor and wait for it to finish
15run = client.actor("unseenuser/linkedin-user-comments-reactions").call(run_input=run_input)
16
17# Fetch and print Actor results from the run's dataset (if there are any)
18print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
19for item in client.dataset(run["defaultDatasetId"]).iterate_items():
20    print(item)
21
22# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Scrape LinkedIn User Comments & Reactions API in Python

The Apify API client for Python is the official library that allows you to use LinkedIn User Comments & 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 Comments & Reactions Scraper [NO COOKIES] ✅ API in JavaScript

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

LinkedIn User Comments & Reactions Scraper [NO COOKIES] ✅ OpenAPI definition

LinkedIn User Comments & Reactions Scraper [NO COOKIES] ✅ API

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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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Extract recent posts from LinkedIn profiles — headlines, dates, reaction counts, post URLs, and cover images. No login required. Pure HTTP with residential proxy.

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

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