Pricing

from $4.80 / 1,000 comment scrapeds

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LinkedIn Post Comments Scraper ✅ NO COOKIES

Try for free

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.

Pricing

from $4.80 / 1,000 comment scrapeds

Rating

5.0

(1)

Developer

Atomus APIs

Actor stats

Bookmarked

Total users

Monthly active users

3 days ago

Last modified

Categories

Social media

Automation

Lead generation

You can access the LinkedIn Post Comments 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 = { "postUrls": ["https://www.linkedin.com/posts/satyanadella_no-one-becomes-a-clinician-to-do-paperwork-activity-7302346926123798528-jitu"] }
9
10# Run the Actor and wait for it to finish
11run = client.actor("atomus/linkedin-comments-scraper-pro").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 Comments Scraper - No Cookies API in Python

The Apify API client for Python is the official library that allows you to use LinkedIn Post Comments 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 Post Comments Scraper ✅ NO COOKIES API in JavaScript

LinkedIn Post Comments Scraper ✅ NO COOKIES API through CLI

LinkedIn Post Comments Scraper ✅ NO COOKIES OpenAPI definition

LinkedIn Post Comments Scraper ✅ NO COOKIES API

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