Pricing

from $1.50 / 1,000 engager returneds

LinkedIn Post Reactions & Comments Scraper ✅ No Cookies

Get every engager on a LinkedIn post — reactors and commenters — in one actor, deduplicated into a single lead list. No login or cookies required.

Pricing

from $1.50 / 1,000 engager returneds

Rating

0.0

(0)

Developer

Data Pool

Actor stats

Bookmarked

Total users

Monthly active users

2 hours ago

Last modified

Categories

Lead generation

Social media

Automation

You can access the LinkedIn Post Reactions & 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 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 = { "postUrls": ["https://www.linkedin.com/feed/update/urn:li:activity:7491138591868469248/"] }
9
10# Run the Actor and wait for it to finish
11run = client.actor("data_pool/linkedin-post-engagement-scraper").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 Reactions & Comments Scraper — No Login API in Python

The Apify API client for Python is the official library that allows you to use LinkedIn Post Reactions & 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 Reactions & Comments Scraper ✅ No Cookies API in JavaScript

LinkedIn Post Reactions & Comments Scraper ✅ No Cookies API through CLI

LinkedIn Post Reactions & Comments Scraper ✅ No Cookies OpenAPI definition

LinkedIn Post Reactions & Comments Scraper ✅ No Cookies API

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