Pricing

$5.00 / 1,000 results

Try for free

Go to Apify Store

LinkedIn Comment Replies & Reactions [NO COOKIES] ✅

Try for free

Extract every reply and reaction on any LinkedIn comment - go beyond top-level engagement to map the full thread. Find the warmest leads in viral comment threads. No login, no cookies. Built for B2B sales teams, ABM researchers, and sentiment analysts.

Pricing

$5.00 / 1,000 results

Rating

5.0

(2)

Developer

Unseen User

Actor stats

Bookmarked

Total users

Monthly active users

4 hours ago

Last modified

Categories

Lead generation

Automation

Social media

You can access the LinkedIn Comment Replies & Reactions [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 = { "comment_urls": ["https://www.linkedin.com/feed/update/urn:li:activity:7408723748973056001?commentUrn=urn%3Ali%3Acomment%3A%28activity%3A7408723748973056001%2C7408723949095772161%29"] }
9
10# Run the Actor and wait for it to finish
11run = client.actor("unseenuser/comment-reactions-and-replies").call(run_input=run_input)
12
13# Fetch and print Actor results from the run's dataset (if there are any)
14print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
15for item in client.dataset(run["defaultDatasetId"]).iterate_items():
16    print(item)
17
18# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

LinkedIn Comment Thread Scraper - No Login Needed API in Python

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

LinkedIn Comment Replies & Reactions [NO COOKIES] ✅ API through CLI

LinkedIn Comment Replies & Reactions [NO COOKIES] ✅ OpenAPI definition

LinkedIn Comment Replies & Reactions [NO COOKIES] ✅ API

LinkedIn User Comments Scraper - What They Say [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.

Unseen User

5.0

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.

Unseen User

190

5.0

LinkedIn Post Comments Scraper ✅ NO COOKIES

atomus/linkedin-comments-scraper-pro

Extract every comment and reply from any LinkedIn post: comment text, author name, headline, profile URL, reaction breakdown, and timestamps. Opt into nested replies, batch up to 1,000 posts per run, and pay only for the comments extracted. No LinkedIn account or cookies needed.

Atomus APIs

5.0

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

HarvestAPI

3.8K

4.6

LinkedIn Company Posts Scraper [NO COOKIES] ✅

unseenuser/Company-Posts

Scrape a LinkedIn company's all recent posts in one run. Get full post text, engagement, and posting cadence. No login, no cookies. Built for ABM, competitive intel, and content strategy teams.

Unseen User

5.0

Facebook Comment Scraper — No Login Required

crowdpull/facebook-comment-scraper

Extract comments from any public Facebook post. No login or cookies needed. Supports 30+ fields per comment, per-reaction breakdowns, threaded replies, and Smart Scrape dedup.

Crowd Pull

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

14K

4.9

Twitter/X Comments Scraper · No Cookies

data-slayer/twitter-comments

Extract replies and comments from any tweet without login. Get comment text, author profiles, likes, retweets, bookmarks, views, timestamps, and conversation threads. Sentiment analysis ready. No cookies, no authentication, no API key. JSON/CSV/Excel export.