LinkedIn Profile Reactions

Extract posts reacted to by public LinkedIn profiles, including action labels, post text, authors, timestamps, engagement counts, reaction breakdowns, attachments, and shared-post context. Batch up to 1,000 profiles and export JSON, CSV, or Excel—no LinkedIn cookies or login required.

runs · 30d: 29
success · 30d: 96.6%
runs all time: 83
users · 30d: 1

POST/v2/acts/data-slayer~linkedin-profile-reactions/run-sync-get-dataset-items

request

curl -X POST "https://api.apify.com/v2/acts/data-slayer~linkedin-profile-reactions/run-sync-get-dataset-items" \
  -H "Authorization: Bearer $APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "profile_urls": []
  }'

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: process.env.APIFY_TOKEN });

const run = await client.actor('data-slayer/linkedin-profile-reactions').call({
  "profile_urls": []
});

const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);

import os
from apify_client import ApifyClient

client = ApifyClient(os.environ["APIFY_TOKEN"])

run = client.actor("data-slayer/linkedin-profile-reactions").call(run_input={
    "profile_urls": [],
})

for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

each result row39 fields

{
  "reaction_id": string,
  "reacting_profile_url": string,
  "reacting_profile_identifier": string,
  "reacting_profile_name": string,
  "reaction_action": string,
  "reaction_target": string,
  "post_id": string,
  "post_urn": string,
  "post_url": string,
  "post_text": string,
  "post_created_at": string,
  "post_created_at_timestamp": integer,
  "post_relative_age": string,
  "post_is_repost": boolean,
  // + 25 more fields
}

Output fields

39 documented fields per record. Showing the first 39.

Field	Type	Description
reaction_id	string	Deterministic SHA-256 identity for this profile and reacted-to post.
reacting_profile_url	string	Canonical LinkedIn profile URL supplied in the input.
reacting_profile_identifier	string	Public identifier from the canonical profile URL.
reacting_profile_name	string · nullable	Display name parsed from the public reaction action when the action follows a recognized form.
reaction_action	string · nullable	Public action label such as “Name likes this”. It does not claim an exact reaction subtype beyond the supplied label.
reaction_target	string · nullable	Type of content that received the reaction, such as Post.
post_id	string · nullable	Numeric LinkedIn post ID stored as a string for precision safety.
post_urn	string · nullable	Source post URN, or a URN derived from an unambiguous post URL.
post_url	string · nullable	Canonical reacted-to LinkedIn post URL with tracking parameters removed.
post_text	string · nullable
post_created_at	string · nullable	UTC publication timestamp of the reacted-to post. This is not a reaction timestamp.
post_created_at_timestamp	integer · nullable	Unix timestamp in milliseconds for post_created_at.
post_relative_age	string · nullable	Source display label such as 1d; not used for exact chronological calculations.
post_is_repost	boolean · nullable
post_is_edited	boolean · nullable
total_reaction_count	integer · nullable	Aggregate reactions reported for the post at fetch time.
post_comment_count	integer · nullable
post_share_count	integer · nullable
like_reaction_count	integer · nullable
praise_reaction_count	integer · nullable
empathy_reaction_count	integer · nullable
appreciation_reaction_count	integer · nullable
interest_reaction_count	integer · nullable
entertainment_reaction_count	integer · nullable
other_reaction_count	integer · nullable	Reactions not represented by the six named columns, including any gap between the total and supplied breakdown.
reaction_breakdown	array	Aggregate reacted-to post reaction counts. This is not the queried profile's exact reaction subtype.
post_author_id	string · nullable	Source author URN or ID when supplied; never inferred from a public identifier.
post_author_identifier	string · nullable
post_author_type	string
post_author_name	string · nullable
post_author_headline	string · nullable
post_author_linkedin_url	string · nullable
post_author_image_url	string · nullable	Current source-hosted image URL; it can expire.
attachments	array	Attachment objects supplied for the post, preserved without dropping source fields.
mentions	array	Mention objects supplied for the post, preserved without dropping source fields.
shared_post	object · nullable	Shared-post context when supplied, preserved as a nested object.
input_index	integer	Zero-based position of the normalized profile URL in the input.
reaction_index	integer	Zero-based item order for this profile after filtering and duplicate removal.
fetched_at	string	UTC timestamp shared by rows from the same profile operation.

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Frequently asked questions

What does LinkedIn Profile Reactions return?+

How much does LinkedIn Profile Reactions cost?+

It is priced at $2.00 per 1,000 results (lowest tier), billed through your Apify account. Failed runs are not billed as results.

What format does the data come back in?+

Typed JSON records by default. You can also download a run's dataset as CSV or Excel, or stream it into your own stack.

How reliable is this scraper?+

Over the last 30 days it ran 29 times with a 96.6% success rate.

How do I run it?+

POST a JSON body to the actor's run endpoint with your Apify token, or open it on Apify and start a run from the console.

Run LinkedIn Profile Reactions on Apify

One request, structured rows back. Pay per result through your Apify account.

Open on Apify ↗Browse all scrapers

LinkedIn Profile Reactions

Output fields

Related scrapers

LinkedIn Profile Scraper

LinkedIn Profile Posts Scraper

LinkedIn Post Reactions

Frequently asked questions

Run LinkedIn Profile Reactions on Apify