# LinkedIn Account Intent Feed (`data-slayer/linkedin-account-intent-feed`) Actor

Turn LinkedIn post engagement into an account-level intent feed. Enter competitor or creator profile URLs (or post URLs); the Actor finds everyone who engaged, resolves their company, and returns one row per account with engager counts, engagement mix, and an intent score.

- **URL**: https://apify.com/data-slayer/linkedin-account-intent-feed.md
- **Developed by:** [Data Slayer](https://apify.com/data-slayer) (community)
- **Categories:** Lead generation, Social media, Marketing
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $40.00 / 1,000 account scoreds

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

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 Account Intent Feed

Turn engagement on LinkedIn posts into an account-level intent feed — see which companies are actually paying attention, not just which individuals liked a post.

### Watch the demo

YouTube video coming soon.

### What this Actor does

Give it competitor or thought-leader profile URLs (or specific post URLs). The Actor finds the posts, extracts everyone who reacted or commented, resolves each person's company, and rolls the engagement up to **one row per account**:

- how many people at that company engaged,
- how many commented vs reacted,
- how many distinct posts they engaged with,
- a 0–100 intent score, and
- the most-engaged people at that account.

It uses public data only, requires no cookies and no login, and only returns accounts that showed real engagement.

### Input

| Field | Type | Required | Description |
|---|---|---|---|
| `profile_urls` | string\[] | No | Competitor or thought-leader profile URLs whose recent posts are scanned |
| `post_urls` | string\[] | No | Scan these exact posts instead of, or as well as, the profile feeds |
| `max_posts` | integer | No | Hard cap on posts scanned per source profile, 1–50 (default `10`) |
| `include_reactions` | boolean | No | Count reactors (default `true`) |
| `include_commenters` | boolean | No | Count commenters (default `true`) |

Provide at least one source profile URL or post URL.

Example:

```json
{
  "profile_urls": ["https://www.linkedin.com/in/example-competitor"],
  "max_posts": 10,
  "include_reactions": true,
  "include_commenters": true
}
```

### How to use it

1. Paste the competitor or creator profile URLs you want to monitor.
2. Set `max_posts` to control cost and run time.
3. Click **Start**.
4. Sort the output by `intentScore` and work the accounts at the top.

### Output

One row per account that showed engagement:

```json
{
  "schemaVersion": "1.0",
  "checkedAt": "2026-09-25T10:00:00+00:00",
  "companyName": "Globex",
  "companyUrl": "https://www.linkedin.com/company/globex",
  "companyIndustry": "Software Development",
  "engagerCount": 7,
  "commenterCount": 3,
  "reactorCount": 5,
  "uniquePostsEngaged": 4,
  "intentScore": 100,
  "topPeople": [
    {
      "profileUrl": "https://www.linkedin.com/in/example",
      "name": "Example Person",
      "engagements": 3,
      "uniquePosts": 3
    }
  ],
  "sourceProfiles": ["https://www.linkedin.com/in/example-competitor"],
  "collectedAt": "2026-09-25T10:00:00+00:00"
}
```

The `OUTPUT` key-value-store record reports posts scanned, engagers found and resolved, and accounts written.

### Pricing

| Event | Price |
|---|---|
| Actor start | $0.02 |
| Account scored | $0.04 |

You pay per account row returned. A run across 10 competitor posts typically yields 20–60 accounts.

### Common uses

- **Competitor audiences** — see which companies follow a rival, then reach them.
- **ABM intent** — score target accounts by real engagement instead of guesses.
- **Creator partnerships** — find the companies whose people engage with a niche voice.
- **Event follow-up** — turn a webinar or launch post into a ranked account list.

### Limits

- Only public posts and public engagement are read.
- An account appears only when at least one of its people engaged and their company could be resolved.
- Comments weigh more than reactions in the intent score; the score is relative, not absolute.
- A very active source can produce many posts — use `max_posts` to bound the run.

### Automation

Run from the Apify API, schedules, or webhooks. Download the same dataset as JSON, CSV, or Excel.

### Feedback and support

Use the Actor's Issues tab for reproducible problems. Include the affected post or profile URLs, but do not include credentials.

### Related actors

More from the same portfolio. Apify only auto-recommends actors in the same category, so here are the rest of ours:

| Actor | What it does |
|---|---|
| [LinkedIn Buying-Committee Mapper](https://apify.com/data-slayer/linkedin-buying-committee-mapper) | LinkedIn workflow |
| [LinkedIn Champion Tracker](https://apify.com/data-slayer/linkedin-champion-job-change-tracker) | LinkedIn workflow |
| [LinkedIn Company Employees](https://apify.com/data-slayer/linkedin-company-employees) | LinkedIn workflow |
| [LinkedIn Company Posts Scraper](https://apify.com/data-slayer/linkedin-company-posts-scraper) | LinkedIn workflow |
| [LinkedIn Company Scraper](https://apify.com/data-slayer/linkedin-company-scraper) | LinkedIn workflow |
| [LinkedIn Company Search (ICP)](https://apify.com/data-slayer/linkedin-company-search) | LinkedIn workflow |
| [LinkedIn Competitor Content Intelligence](https://apify.com/data-slayer/linkedin-competitor-content-intelligence) | LinkedIn workflow |
| [LinkedIn Competitor Hijack Leads](https://apify.com/data-slayer/linkedin-competitor-hijack-leads) | LinkedIn workflow |
| [LinkedIn Engagement Audience Builder](https://apify.com/data-slayer/linkedin-engagement-audience-builder) | LinkedIn workflow |
| [LinkedIn Executive Post Monitor](https://apify.com/data-slayer/linkedin-executive-post-monitor) | LinkedIn workflow |
| [LinkedIn Hiring Pulse](https://apify.com/data-slayer/linkedin-hiring-pulse) | LinkedIn workflow |
| [LinkedIn Job Change Tracker](https://apify.com/data-slayer/linkedin-job-change-tracker) | LinkedIn workflow |
| [LinkedIn Job Scraper](https://apify.com/data-slayer/linkedin-job-scraper) | LinkedIn workflow |
| [LinkedIn Market Map Builder](https://apify.com/data-slayer/linkedin-market-map-builder) | LinkedIn workflow |
| [LinkedIn People Search (ICP)](https://apify.com/data-slayer/linkedin-people-search) | LinkedIn workflow |
| [LinkedIn Post Comments](https://apify.com/data-slayer/linkedin-post-comments) | LinkedIn workflow |
| [LinkedIn Post Engagers Scraper](https://apify.com/data-slayer/linkedin-post-engagers-email-finder-no-cookies) | LinkedIn workflow |
| [LinkedIn Post Performance Scraper](https://apify.com/data-slayer/linkedin-post-analytics-scraper) | LinkedIn workflow |
| [LinkedIn Post Reactions](https://apify.com/data-slayer/linkedin-post-reactions) | LinkedIn workflow |
| [LinkedIn Post Reposts](https://apify.com/data-slayer/linkedin-post-reposts) | LinkedIn workflow |
| [LinkedIn Profile Comments](https://apify.com/data-slayer/linkedin-profile-comments) | LinkedIn workflow |
| [LinkedIn Profile Engagers Scraper](https://apify.com/data-slayer/linkedin-audience-email-finder-no-cookies) | LinkedIn workflow |
| [LinkedIn Profile Posts Scraper](https://apify.com/data-slayer/linkedin-profile-posts-scraper) | LinkedIn workflow |
| [LinkedIn Profile Reactions](https://apify.com/data-slayer/linkedin-profile-reactions) | LinkedIn workflow |
| [LinkedIn Profile Scraper · Fresh · No Cookies](https://apify.com/data-slayer/linkedin-profile-scraper) | LinkedIn workflow |
| [LinkedIn Skill Mapper](https://apify.com/data-slayer/linkedin-skill-mapper) | LinkedIn workflow |
| [LinkedIn Talent Flow Mapper](https://apify.com/data-slayer/linkedin-talent-flow-mapper) | LinkedIn workflow |
| [LinkedIn Talent Mapper](https://apify.com/data-slayer/linkedin-talent-mapper) | LinkedIn workflow |
| [LinkedIn Warm Path Finder](https://apify.com/data-slayer/linkedin-warm-path-finder) | LinkedIn workflow |
| [LinkedIn Why-Now Account Brief](https://apify.com/data-slayer/linkedin-why-now-account-brief) | LinkedIn workflow |

### FAQ

**How much does it cost to run this Actor?**
Pricing is listed in the Pricing section above, charged per row returned. You only pay for the rows
the Actor actually produces, so a small test run costs cents.

**Do I need cookies or a LinkedIn login?**
No. This Actor reads public data only - no cookies, no account, no browser automation.

**Can I schedule it?**
Yes. Run it from the Apify API, on a schedule, or via a webhook, and export results as JSON, CSV or Excel.

**What if I need a slightly different output?**
Open an issue on the Actor's Issues tab describing the shape you need.

# Actor input Schema

## `profile_urls` (type: `array`):

Competitor or thought-leader LinkedIn profile URLs whose recent posts will be scanned for engagers.

## `post_urls` (type: `array`):

Optional: scan these exact posts instead of (or as well as) the source profiles' feeds.

## `max_posts` (type: `integer`):

Hard cap on how many recent posts are scanned per source profile. The main runtime and cost control. 1–50.

## `include_reactions` (type: `boolean`):

Count people who reacted to the posts.

## `include_commenters` (type: `boolean`):

Count people who commented on the posts.

## Actor input object example

```json
{
  "profile_urls": [
    "https://www.linkedin.com/in/example-competitor"
  ],
  "max_posts": 10,
  "include_reactions": true,
  "include_commenters": true
}
```

# Actor output Schema

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

Dataset rows with account and intent fields

## `run_summary` (type: `string`):

No description

# 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 = {
    "profile_urls": [
        "https://www.linkedin.com/in/example-competitor"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("data-slayer/linkedin-account-intent-feed").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 = { "profile_urls": ["https://www.linkedin.com/in/example-competitor"] }

# Run the Actor and wait for it to finish
run = client.actor("data-slayer/linkedin-account-intent-feed").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 '{
  "profile_urls": [
    "https://www.linkedin.com/in/example-competitor"
  ]
}' |
apify call data-slayer/linkedin-account-intent-feed --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,data-slayer/linkedin-account-intent-feed"
        }
    }
}
```

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/3D6buxM1efexD9yaI/builds/LaPwzhEEUf0pbrBQw/openapi.json