Linkedin Profile Reactions [NO COOKIES]

Linkedin Profile Reactions [NO COOKIES]

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

SOCIAL_MEDIADEVELOPER_TOOLSApify

🚀 LinkedIn Profile Reactions Scraper

Extract public Reactions made by Linkedin User. Get structured data including articles and posts

For other LinkedIn actors, check: https://apify.com/apimaestro

✨ Key Features

  • No account needed: Don't risk your account security by sharing your cookies and don't get your account restricted or banned!
  • Recent Reactions
  • Post content and media
  • Reaction counts by type (likes, comments, etc.)
  • Post URLs for sharing
  • Media attachments (images, articles, etc.)
  • Pagination support for older posts

🔧 Simple Usage

Provide a LinkedIn profile username to get their recent reaction and activity. The username is the last part of a LinkedIn profile URL (e.g., 'satyanadella' from linkedin.com/in/satyanadella).

Advanced: Pagination Support

Each run returns up to 100 reactions per page.

For accessing older posts:

  1. Make first run with page_number = 1 and get first 100 results
  2. Get pagination_token from run output of page 1
  3. Make second run with that pagination_token and page_number = 2 to get next 100 results
  4. For next 100 results, do the same by using pagination_token from second run output

Output Preview

1{
2        },
3        "reactions": [
4            {
5                "action": "...",
6                "text": "...",
7                "author": {
8                    "firstName": "...",
9                    "lastName": "..",
10                    "headline": "...",
11                    "profile_url": "...":,
12                    "profile_picture": "..."
13                },
14                "post_stats": {
15                    "totalReactionCount": 1177,
16                    "like": 884,
17                    "appreciation": 3,
18                    "empathy": 103,
19                    "interest": 22,
20                    "praise": 165,
21                    "comments": 54,
22                    "reposts": 61
23                },
24                "timestamps": {
25                    "relative": "5d"
26                },
27        ],
28    "metadata": {
29        "pagination_token": "dXJuOmxpOmFj..."
30    }
31}

Frequently Asked Questions

Is it legal to scrape job listings or public data?

Yes, if you're scraping publicly available data for personal or internal use. Always review Websute's Terms of Service before large-scale use or redistribution.

Do I need to code to use this scraper?

No. This is a no-code tool — just enter a job title, location, and run the scraper directly from your dashboard or Apify actor page.

What data does it extract?

It extracts job titles, companies, salaries (if available), descriptions, locations, and post dates. You can export all of it to Excel or JSON.

Can I scrape multiple pages or filter by location?

Yes, you can scrape multiple pages and refine by job title, location, keyword, or more depending on the input settings you use.

How do I get started?

You can use the Try Now button on this page to go to the scraper. You’ll be guided to input a search term and get structured results. No setup needed!