LinkedIn Post Engagers Scraper (No Cookies) | $0.95/1K

Export everyone who liked, reacted to or commented on any LinkedIn post, from $0.95 per 1,000. No cookies, no login, no start fee. Get name, headline, profile URL, reaction type and comment text for each person. Bulk post URLs, up to 10,000 engagers per post.

What does it do?

LinkedIn Post Engagers Scraper exports the people who reacted to or commented on any LinkedIn post. Paste one or many post URLs and get a clean list with each person's name, headline, profile URL, reaction type (like, celebrate, insightful and so on) and comment text.

No cookies, no LinkedIn account and no login. You pay only for results delivered to your dataset. No start fee.

What can you use it for?

• Build lead lists from people who engaged with a competitor's or influencer's post.
• Follow up with everyone who commented on your own post or event announcement.
• Measure who your content reaches: job titles, companies and repeat engagers.
• Feed engagers into your CRM, outreach tool or enrichment workflow.

How to use it

1. Paste one or more LinkedIn post URLs into "LinkedIn post URLs".
2. Choose reactions, comments or both. Optionally include comment replies.
3. Set "Max results per post" and click Start.
4. Download the results as CSV, Excel or JSON, or send them on with an integration.

Pricing

Pay per result. Prices depend on your Apify plan:

What you pay for	Starter	Scale	Business	Unit
Engager	$0.95	$0.85	$0.76	per 1,000 people returned

1,000 engagers cost $0.95 on the Starter plan. Free Apify plan: up to 100 results per run.

Input example

{
  "postUrls": [
    "https://www.linkedin.com/feed/update/urn:li:activity:7497415374964027392/"
  ],
  "engagementTypes": [
    "reactions",
    "comments"
  ],
  "maxResultsPerPost": 1000
}

Output example

One row per result. Example (fictional person):

{
  "engagementType": "comment",
  "profileType": "person",
  "name": "Jane Example",
  "headline": "Head of Sales at Example Co",
  "linkedinUrl": "https://www.linkedin.com/in/jane-example",
  "linkedinUrn": "ACoAAExample0001",
  "avatarUrl": "https://media.licdn.com/...",
  "reactionType": null,
  "commentText": "Great breakdown, we saw the same thing in Q3.",
  "commentPostedAt": "2026-10-20T09:14:02.000Z",
  "isReply": false,
  "postUrl": "https://www.linkedin.com/feed/update/urn:li:activity:7497415374964027392/"
}

Fields: engagementType, profileType, name, headline, linkedinUrl, linkedinUrn, avatarUrl, reactionType, commentText, commentPostedAt, isReply, postUrl.

FAQ

How many engagers can I get per post? Up to 10,000 per post. Very large posts may return slightly fewer than LinkedIn shows, because LinkedIn itself limits how many engagers are visible.

Can I get job titles and company details? Yes, with LinkedIn Post Engagers Enriched + ICP Score.

Do I need a LinkedIn account or cookies? No. You never log in and never share cookies, so there is no risk to your LinkedIn account.

Am I charged for failed lookups? No. You pay only for results delivered to your dataset.

Can I cap my spend? Yes. Set a maximum cost per run in Apify. The actor stops cleanly when it is reached.

Can I use it from code, Make, Zapier, n8n or an AI agent? Yes. Run it through the Apify API, any Apify integration, or the Apify MCP server. The example input below works as is.

Is this data public? It covers public LinkedIn posts and public profile information. You are responsible for using the data in line with the laws that apply to you, such as GDPR.

Related actors

• LinkedIn Post Engagers Enriched + ICP Score
• LinkedIn New Engagers Monitor
• LinkedIn Post Search Scraper (No Cookies)

For AI agents

• When to use: Build lead lists from people who engaged with a competitor's or influencer's post.
• Example input: the JSON in "Input example" works as is.
• Output: one dataset row per result, fields as listed above.
• Cost: 1,000 engagers cost $0.95 on the Starter plan.

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