LinkedIn Profile Engagers Scraper

Enter a LinkedIn profile URL and get everyone who engaged across their recent posts — commenters, reactors, reposters — deduplicated into one list and ranked by engagement frequency. Full LinkedIn profile data, no cookies, no login.

Try it on Apify See example code

users, last 30 days: 3
runs, last 30 days: 33
runs, all time: 246
users, all time: 32

Live figures from Apify's public API, refreshed every hour.

LinkedIn Profile Engagers Scraper specifications

Platform	LinkedIn
Apify actor	`data-slayer/linkedin-audience-email-finder-no-cookies`
Price	$6.00 per 1,000 results
Inputs	`linkedin_profile_urltimeframemax_postsinclude_commentersinclude_reactorsinclude_reposters`
Output	75 documented fields per row
Export formats	JSON, CSV, Excel, XML, HTML
LinkedIn login or cookies	Not required
Integrations	Apify REST API, JavaScript and Python clients, n8n, Make, Zapier
Last updated	September 25, 2026 (version 1.0.34)

Run it from code

Replace the example input with your own. You need an Apify API token, which you can create in your Apify account settings.

POST /v2/acts/data-slayer~linkedin-audience-email-finder-no-cookies/run-sync-get-dataset-items

request

curl -X POST "https://api.apify.com/v2/acts/data-slayer~linkedin-audience-email-finder-no-cookies/run-sync-get-dataset-items" \
  -H "Authorization: Bearer $APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "linkedin_profile_url": "https://www.linkedin.com/in/mayankchaba/"
  }'

each result row75 fields

{
  "full_name": string,
  "first_name": string,
  "last_name": string,
  "phone_number": string,
  "job_title": string,
  "raw_job_title": string,
  "profile_headline": string,
  "profile_about": string,
  "current_company_name": string,
  "raw_company_name": string,
  "company_industry": string,
  "company_website": string,
  "company_id": string,
  "company_image": string,
  // + 61 more fields
}

Input parameters

6 parameters you can set for each run.

parameter	type	description
`linkedin_profile_url`required	string	LinkedIn profile URL Public profile URL (linkedin.com/in/…) or Sales Navigator lead URL. Posts from this profile’s activity feed in the selected timeframe are scanned for engagers. default: https://www.linkedin.com/in/mayankchaba/
`timeframe`	string	Timeframe Only posts published within this window (UTC) are included when collecting the thought leader’s posts. options: last_7_days, last_14_days, last_30_days default: last_7_days
`max_posts`	integer	Max posts to scan Hard cap on how many of the profile's most recent posts are scanned for engagers. This is the main runtime and cost control — lower it for very active profiles. 1-100, default 25. default: 25
`include_commenters`	boolean	Extract commenters Include people who commented on the thought leader’s posts default: false
`include_reactors`	boolean	Extract reactors Include people who reacted to the thought leader’s posts default: true
`include_reposters`	boolean	Extract reposters Include people who reposted the thought leader’s posts default: false

Output fields

Each result is one row with these 75 fields, taken from the scraper's dataset schema.

field	type	description
`full_name`	string	Full name from the enriched profile
`first_name`	string	First Name
`last_name`	string	Last Name
`phone_number`	string	Phone
`job_title`	string	Current job title (from profile / current role)
`raw_job_title`	string	Raw Job Title
`profile_headline`	string	Headline
`profile_about`	string	LinkedIn About / summary text from the profile
`current_company_name`	string	Company
`raw_company_name`	string	Raw Company Name
`company_industry`	string	Industry
`company_website`	string	Company Website
`company_id`	string	Company ID
`company_image`	string	Company Image URL
`current_company_linkedin_url`	string	Company LinkedIn URL
`job_description`	string	Job Description
`job_location`	string	Job Location
`job_location_city`	string	Job Location (City)
`job_location_state`	string	Job Location (State)
`job_location_country`	string	Job Location (Country)
`job_location_county`	string	Job Location (County)
`job_started_on`	string	Job Started On
`job_ended_on`	string	Job Ended On
`job_still_working`	boolean	Still Working (current role)
`location`	string	Location
`location_state`	string	Location State
`location_county`	string	Location County
`country`	string	Country
`profile_link`	string	Canonical profile URL from the people-profile API (dedupe key)
`linkedin_sales_link`	string	Sales Navigator URL
`username`	string	Username
`linkedin_id`	string	LinkedIn Member ID
`sales_id`	string	Sales ID
`connections`	integer	Connections
`followers`	integer	Followers
`twitter_link`	string	Twitter
`websites`	array	Websites
`is_premium`	boolean	Premium
`is_creator`	boolean	Creator
`is_job_seeker`	boolean	Job Seeker
`is_influencer`	boolean	Influencer
`is_openlink`	boolean	Open to Connect
`is_retired`	boolean	Retired
`experience`	array	Experience
`education`	array	Education
`skills`	array	Skills
`certification`	array	Certifications
`language`	array	Languages
`volunteering`	array	Volunteering
`featured`	array	Featured
`publication`	array	Publications
`project`	array	Projects
`patents`	array	Patents
`recommendations_received`	array	Recommendations Received
`recommendations_given`	array	Recommendations Given
`display_name`	string	Display Name
`unformatted_full_name`	string	Unformatted Full Name
`middle_name`	string	Middle Name
`avatar_url`	string	Avatar URL
`background_picture`	string	Background Picture

Showing the first 60 fields. See the full schema on Apify (opens in a new tab)

Pricing

Pay-per-event pricing, billed through your Apify account. Where plan tiers are listed, paid Apify plans get a lower price per event.

event	price	per 1,000, by Apify plan
Engagement + full profile One deduplicated engager with engagement context and full LinkedIn profile.	$0.006 each	$6.00 on every plan

Questions

How much does LinkedIn Profile Engagers Scraper cost?

LinkedIn Profile Engagers Scraper uses pay-per-event pricing on Apify. The main charge is $0.006 per engagement + full profile, which is $6.00 per 1,000.

Do I need to log in to LinkedIn or share cookies?

No. LinkedIn Profile Engagers Scraper works without your LinkedIn login or cookies. You only need an Apify account to run it.

Can I use LinkedIn Profile Engagers Scraper through an API?

Yes. Send a POST request to the Apify API with your input and read the results as JSON, or use Apify's official clients for JavaScript and Python. The code examples on this page are ready to copy.

What data does LinkedIn Profile Engagers Scraper return?

Each result is a structured row. Its dataset schema lists 75 fields, including full_name, first_name, last_name, phone_number, and job_title.

What formats can I export?

Results are stored in an Apify dataset. You can read it through the API as JSON, or download it as CSV, Excel, XML or HTML.

LinkedIn Profile Engagers Scraper

LinkedIn Profile Engagers Scraper specifications

Run it from code

Input parameters

Output fields

Pricing

Questions

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LinkedIn Profile Comments

LinkedIn Engagement Audience Builder