You can access the LinkedIn Post Reactions Scraper (No Cookies)⚡$2 per 1k 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

$echo '{
<  "posts": [
<    "https://www.linkedin.com/posts/satyanadella_today-at-microsoft-build-we-showed-you-how-activity-7330296202275495938-EWFD?utm_source=share&utm_medium=member_desktop&rcm=ACoAACzazy4B3ajZsA0WxWr6m4S77iItYbYCLZM",
<    "https://www.linkedin.com/posts/microsoft-events_microsoft-build-has-arrived-in-seattle-and-ugcPost-7329991434395160578-GnK7?utm_source=share&utm_medium=member_desktop&rcm=ACoAACzazy4B3ajZsA0WxWr6m4S77iItYbYCLZM",
<    "https://www.linkedin.com/feed/update/urn:li:activity:7320867199693246465/",
<    "https://www.linkedin.com/feed/update/urn:li:activity:7408723748973056001?commentUrn=urn%3Ali%3Acomment%3A%28activity%3A7408723748973056001%2C7408723949095772161%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287408723949095772161%2Curn%3Ali%3Aactivity%3A7408723748973056001%29"
<  ],
<  "maxItems": 10
<}' |
<apify call harvestapi/linkedin-post-reactions --silent --output-dataset

LinkedIn Post Reactions Scraper (No Cookies)⚡$2 per 1k API through CLI

The Apify CLI is the official tool that allows you to use LinkedIn Post Reactions Scraper (No Cookies)⚡$2 per 1k locally, providing convenience functions and automatic retries on errors.

Install Apify CLI

Using installation script (macOS/Linux):

$curl -fsSL https://apify.com/install-cli.sh | bash

Using installation script (Windows):

$irm https://apify.com/install-cli.ps1 | iex

Using Homebrew:

$brew install apify-cli

Using NPM:

$npm install -g apify-cli

Other API clients include:

LinkedIn Post Reactions Scraper (No Cookies)⚡$2 per 1k API in Python

LinkedIn Post Reactions Scraper (No Cookies)⚡$2 per 1k API in JavaScript

LinkedIn Post Reactions Scraper (No Cookies)⚡$2 per 1k OpenAPI definition

LinkedIn Post Reactions Scraper (No Cookies)⚡$2 per 1k API

LinkedIn Post Comments Scraper (No Cookies)⚡$2 per 1k

harvestapi/linkedin-post-comments

Extract LinkedIn post comments and comment replies in bulk, as well as comment social activities such as likes and reactions. No cookies or account required

HarvestAPI

1.8K

4.9

LinkedIn Profile Reactions Scraper (No Cookies) ✅ $2 per 1k

harvestapi/linkedin-profile-reactions

Extract LinkedIn profile reactions, as well as full post data and social activities. No cookies or account required. Concurrency + fast response times ⚡

HarvestAPI

279

Linkedin post reactions scraper

curious_coder/linkedin-post-reactions-scraper

Scrape reactions or likes from linkedin post

Curious Coder

601

LinkedIn Post's Reactions Scraper

freshdata/reaction-scraper

extract detailed reactions data from any profile post

FreshData

Post Reactions Scraper for LinkedIn

apimaestro/linkedin-post-reactions

Scrape all reactions data for a given post

API Maestro

1.3K

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Profile Reactions Scraper for LinkedIn [No Cookies]

apimaestro/linkedin-profile-reactions

Linkedin User Reactions Scraper: Extract reactions for LinkedIn profiles and users including post content, reactions, stats, article, media attachments and more.

API Maestro

713

5.0

Linkedin Profile Reactions Scraper (No Cookie)

datadoping/linkedin-profile-reactions-scraper

For just $1.2 per 1,000 reactions, scrape all reactions made by a profile. It scrapes action, text, post, timestamp etc. Note: If you're on free tier you can only scrape 4 profile and 100 reactions per profile per run (12 profiles in total)

Data Doping

5.0

Linkedin Post Reactions Scraper (No Cookie)

datadoping/linkedin-post-reactions-scraper-no-cookie

For $1.2 per 1000 reactions. Scraper Likes, Praise, Empathy, Appreciation and Interest of any Linkedin Post using URL or URN. Note: Freemium users are limited to scrape only 4 posts and 100 reactions per run (12 posts in total)

Data Doping

114

5.0