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URL: https://apify.com/alizarin_refrigerator-owner/linkedin-post-engagers-scraper

โ‡ฑ LinkedIn Post Engagers - Likers, Commenters, Reposters ยท Apify


๐Ÿ‘ LinkedIn Post Engagers - Likers, Commenters, Reposters avatar

LinkedIn Post Engagers - Likers, Commenters, Reposters

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from $0.01 / 1,000 results

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LinkedIn Post Engagers - Likers, Commenters, Reposters

Extract people who engaged with any LinkedIn post. Get likers, commenters, and reposters as warm leads.

Pricing

from $0.01 / 1,000 results

Rating

2.0

(1)

Developer

๐Ÿ‘ The Howlers

The Howlers

Maintained by Community

Actor stats

1

Bookmarked

77

Total users

11

Monthly active users

2 months ago

Last modified

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Extract people who engaged with any LinkedIn post. Get likers (with reaction types), commenters (with comment text), and reposters. Perfect for finding warm leads interested in specific topics.

BYOK (Bring Your Own Key) -- you provide your own API credentials.


Before You Start

This actor requires your own API credentials to fetch real data.

Where to get your key: JSON array of cookies exported from your browser while logged into LinkedIn. Use the Cookie-Editor or EditThisCookie browser extension. Not needed if using Cookie Manager.

You can test with Demo Mode first (free, no key needed) to see the output format before committing.


Quick Start

Test with Demo Mode (free, no API key needed)

{
"demoMode":true,
"postUrls":[
"https://www.linkedin.com/feed/update/urn:li:activity:1234567890"
],
"webhookHeaders":{}
}

Run with real data

{
"demoMode":false,
"postUrls":[
"https://www.linkedin.com/feed/update/urn:li:activity:1234567890"
],
"engagementTypes":[
"likes",
"comments",
"reposts"
],
"cookies":"YOUR_API_KEY_HERE",
"cookieKvStoreName":"cookie-sessions",
"maxEngagersPerPost":100,
"includeCompanyDetails":false,
"webhookPlatform":"custom",
"webhookHeaders":{}
}

Input Parameters

ParameterTypeDefaultRequiredDescription
postUrlsarray-NoLinkedIn post URLs to scrape engagers from. Supports both regular feed posts and article URLs.
engagementTypesarray["likes","comments","reposts"]NoWhich types of engagement to scrape
cookiesstring-Yes*JSON array of cookies exported from your browser while logged into LinkedIn. Use the Cookie-Editor or EditThisCookie browser extension. Not needed if using Cookie Manager.
cookieStorageKeystring-NoStorage key from Cookie Manager actor (e.g., 'linkedin-john'). Loads cookies automatically โ€” no manual paste needed. Run the Cookie Manager actor first to capture cookies.
cookieKvStoreNamestring"cookie-sessions"NoName of the Key-Value Store where Cookie Manager saved cookies. Default: 'cookie-sessions'
maxEngagersPerPostinteger100NoMaximum number of engagers to extract per post (across all engagement types)
includeCompanyDetailsbooleanfalseNoTry to extract additional company information for each engager (slower)
proxyobject-NoProxy settings (recommended: RESIDENTIAL for LinkedIn)
demoModebooleantrueNoReturn mock data for testing without real scraping
webhookUrlstring-NoURL to POST results when scraping completes
webhookPlatformstring"custom"NoPlatform type for proper payload formatting
webhookHeadersobject-NoAdditional HTTP headers to send with webhook

*Required when Demo Mode is off.


Pricing

This actor uses pay-per-event billing:

EventDescriptionPrice
Engager ScrapedEach person who engaged with a post (liker, commenter, or reposter)$0.02

Demo mode is free -- no charges for sample data.


Troubleshooting

"API key is required"

You have Demo Mode turned off but didn't provide an API key. Either:

  • Turn Demo Mode on to test with sample data
  • Add your API key in the input

"API error 403" or "Unauthorized"

Your API key is invalid, expired, or doesn't have access to this specific API endpoint. Double-check your key and account permissions.

"API error 429" or "Rate limit"

Too many requests. Wait a minute and try again, or reduce the number of items per run.

No results or empty dataset

Check the run log for error messages. Common causes:

  • Invalid input format (check the examples above)
  • API key without proper permissions
  • The target data doesn't exist or is too small to track

How do I test without an API key?

Enable Demo Mode in the input. This returns realistic sample data so you can verify the output format works for your workflow.


Built by John Rippy | Actor Arsenal

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