LinkedIn · Apify actor LIVE

LinkedIn Reactions Scraper

Reactions on any post. Full profile data per reaction.

What it does

The LinkedIn Reactions Scraper returns every reaction on a LinkedIn post along with the full public profile of whoever reacted. Page through up to ~1,200 reactions per post (LinkedIn's public list cap), with no missing items and no duplicates. It never uses your LinkedIn account.

Use cases

Warm up outbound

Everyone who reacted to a post is already engaged with the topic. Pull them as leads with full profiles for timely, relevant outreach.

Find your ICP in the wild

See who reacts to a competitor or influencer post and filter for the roles and companies that match your ideal customer.

Score campaign signals

Turn reactions on a launch or announcement post into a ranked list of interested prospects to follow up.

Map a topic audience

Understand who cares about a subject by profiling everyone reacting to the top posts about it.

Who it is for

SDRs and growth teams. turn post engagement into warm, well-timed leads.
Founders and marketers. see exactly who engages with your content and your competitors.
Recruiters. find people actively engaging with a role, company, or topic.

How it works

1 Give it any LinkedIn post URL. No login, no cookies.
2 It paginates the full public reaction list, up to the LinkedIn public cap of about 1,200, with no gaps or duplicates.
3 You get one row per reaction with the full profile: name, headline, profile URL, and reaction type.
4 Clean JSON, priced per reaction, runs on Apify.

Run on Apify $4/1,000 reactions

atomus/linkedin-reactions-scraper-pro View on Apify

AI-ready: connect an agent through the Apify MCP and run this scraper from Claude Code, Cursor, Codex, or programmatically.

Example

Input, a post URL:

{
  "postUrl": "https://www.linkedin.com/posts/...",
  "maxReactions": 1000
}

Output, one row per reaction:

{
  "reactionType": "LIKE",
  "fullName": "Jane Doe",
  "headline": "VP Marketing at Acme",
  "profileUrl": "https://www.linkedin.com/in/jane-doe/"
}

Features

Full pagination to LinkedIn's ~1,200-reaction public cap. No gaps, no duplicates.
Full public profile per reaction: name, headline, profile URL, reaction type.
No LinkedIn account or cookies. Zero account-burning risk.
Clean JSON, priced per reaction, runs on Apify.

Related guides

FAQ

What does the LinkedIn Reactions Scraper do?

It returns every reaction on a LinkedIn post together with the full public profile of each person who reacted: name, headline, profile URL, and reaction type.

How many reactions can it return per post?

Up to roughly 1,200 reactions per post, the cap LinkedIn enforces on its public reaction list. The scraper paginates the full list automatically, with no missing items or duplicates.

Do I need a LinkedIn account or cookies?

No. The scraper never uses your LinkedIn credentials, so there is zero account-burning risk.

How much does it cost?

Priced per reaction on Apify. See the actor page for current pricing. Each post also includes a summary row, so a post with no reactions still bills a one-item minimum.