You can access the LinkedIn Post Comments Scraper Pro (Social Selling Leads) 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/posts/andrew-mayne-99584b23_state-of-the-ai-industry-the-openai-podcast-activity-7419066824522272768-mqLB"] }
9
10# Run the Actor and wait for it to finish
11run = client.actor("viralanalyzer/linkedin-post-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(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 Post Comments Scraper Pro | Apify API in Python

The Apify API client for Python is the official library that allows you to use LinkedIn Post Comments Scraper Pro (Social Selling Leads) 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 Pro (Social Selling Leads) API in JavaScript

LinkedIn Post Comments Scraper Pro (Social Selling Leads) API through CLI

LinkedIn Post Comments Scraper Pro (Social Selling Leads) OpenAPI definition

LinkedIn Post Comments Scraper Pro (Social Selling Leads) API

Linkedin Post Comments Scraper

freshdata/linkedin-post-comments-scraper

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254

Linkedin Post Comments Scraper

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199

LinkedIn Posts Scraper 📝 [No Cookies] — $2.50/1K 💰

viralanalyzer/linkedin-posts-scraper-pro

Extract public LinkedIn posts, reactions, comments count, media attachments, and timestamps from any creator without cookies or login. Only $2.50/1K posts.

viralanalyzer

Linkedin Post Comments Scraper

bhansalisoft/linkedin-post-comments-scraper

Linkedin Post Comments Scraper - Easily extract comments from any LinkedIn post with our LinkedIn Post Comments Scraper. Fast, secure, and no coding required.

bhansalisoft

Linkedin Post Scraper Without Cookies

freshdata/linkedin-post-scraper

Extract posts from any linkedin member.

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362

Profile Comments Scraper for LinkedIn [No Cookies]

apimaestro/linkedin-profile-comments

Linkedin User comments scraper: Extract comments LinkedIn profiles and users including post content, reactions, stats, media attachments and more.

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LinkedIn Posts Search Scraper 🔍 — $2.50/1K 💰

viralanalyzer/linkedin-posts-search-pro

Search and scrape LinkedIn posts by keyword, hashtag, or topic without login or cookies: text, author, engagement, and post URL. Only $2.50/1K posts.

viralanalyzer

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 Post Comments Scraper (No Cookies)

data-slayer/linkedin-post-comments

Extract root comments and available top replies from public LinkedIn post URLs, including commenter names, profile URLs, headlines, timestamps, reply totals, and reaction breakdowns. Batch up to 1,000 posts and export structured JSON, CSV, or Excel—no LinkedIn cookies or login required.

Data Slayer

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.