# LinkedIn Reactions & Comments Scraper (No Cookies) | $0.95/1K (`cornersight/linkedin-post-engagers`) Actor

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.

- **URL**: https://apify.com/cornersight/linkedin-post-engagers.md
- **Developed by:** [Cornersight](https://apify.com/cornersight) (community)
- **Categories:** Lead generation, Social media
- **Security:** Limited permissions
- **Stats:** 9 total users, 2 monthly users, 100.0% runs succeeded, 9 bookmarks
- **User rating**: 5.00 out of 5 stars

## Pricing

from $0.76 / 1,000 engagers

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

## 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

```json
{
  "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):

```json
{
  "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](https://apify.com/cornersight/linkedin-post-engagers-enriched)
- [LinkedIn New Engagers Monitor](https://apify.com/cornersight/linkedin-new-engagers-monitor)
- [LinkedIn Post Search Scraper (No Cookies)](https://apify.com/cornersight/linkedin-post-search)

### 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.

Want this done for you every day, with a dashboard and push to HeyReach, PlusVibe or your own webhook? Try Cornersight: https://www.cornersight.io/?utm_source=apify\&utm_medium=marketplace\&utm_campaign=linkedin-post-engagers

# Actor input Schema

## `postUrls` (type: `array`):

One or more LinkedIn post URLs (or urn:li:activity ids).

## `engagementTypes` (type: `array`):

Which engagers to return.

## `includeReplies` (type: `boolean`):

Also return people who replied to comments. Slower on posts with many threads.

## `maxResultsPerPost` (type: `integer`):

Stop after this many engagers per post.

## Actor input object example

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

# Actor output Schema

## `results` (type: `string`):

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

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "postUrls": [
        "https://www.linkedin.com/feed/update/urn:li:activity:7497415374964027392/"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("cornersight/linkedin-post-engagers").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = { "postUrls": ["https://www.linkedin.com/feed/update/urn:li:activity:7497415374964027392/"] }

# Run the Actor and wait for it to finish
run = client.actor("cornersight/linkedin-post-engagers").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "postUrls": [
    "https://www.linkedin.com/feed/update/urn:li:activity:7497415374964027392/"
  ]
}' |
apify call cornersight/linkedin-post-engagers --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,cornersight/linkedin-post-engagers"
        }
    }
}
```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/SdO0ZqC75CsxX87BI/builds/f8LwPRpOxw32cb2Xk/openapi.json