Updated 3 November 2026
LinkedIn post scraper: likers and commenters, no code
Get the people who like and comment on LinkedIn posts as enriched leads. No code, and no LinkedIn login or cookies.
What does a LinkedIn post scraper give you?
A LinkedIn post scraper gives you a list of the people who reacted to or commented on a post. Cornersight adds each person's role, company and country, and checks each one against your ideal customer profile.
Why are LinkedIn post engagers good leads?
Each one has shown you what they care about. A person who reacts to or comments on a post about your topic is telling you, in public, that the topic matters to them. That signal comes from one named person.
- They chose the topic. They engaged with this post out of everything in their feed.
- It is recent. Cornersight checks tracked sources daily for new engagers on recent posts.
- You see the context. You get the post, and for commenters, what they said.
- You know who to contact. Each signal is a named person, usually with a role and a company.
Read the comment before you reach out. It often tells you the best way to start the conversation.
Which LinkedIn posts can Cornersight capture engagers from?
Cornersight captures engagers from four kinds of source:
| Source | What you add | What you get |
|---|---|---|
| A single post | The post URL | The people who liked or commented on that post |
| A person's profile | The profile URL | Engagers on their new posts, picked up on each daily run |
| A company page | The company page URL | Engagers on the page's new posts, each daily run |
| A keyword search | Words or phrases | Engagers on posts that match, each daily run |
How do I scrape a LinkedIn post without code?
You can capture a post's engagers in four steps, with no code:
- Start a 7-day free trial. No card needed.
- Paste a post URL, a profile, a company page or a keyword search.
- Set your ideal customer: job titles, companies and countries.
- Download the leads as a CSV, or send them to HeyReach, PlusVibe or a webhook.
Do I need to give my LinkedIn login or cookies?
No login or cookies are needed. Cornersight finds who engaged without your LinkedIn login or cookies. Nothing runs on your account.
How much does it cost to scrape LinkedIn post engagers?
Cornersight costs 1 credit per lead, and Starter is $99 a month for up to 15,000 new leads.
| Plan | Price | Credits a month |
|---|---|---|
| Starter | $99 / month | 15,000 |
| Growth | $169 / month | 30,000 |
| Pro | $329 / month | 60,000 |
| Scale | $599 / month | 120,000 |
The 7-day free trial includes 3,700 credits. Billing is monthly. There is no annual plan.
Does the scraper include emails?
No. We don't sell emails. Connect your own email finder (for example LeadMagic) and Cornersight finds emails for your ICP leads with your own credits.
Where can I send the scraped leads?
Your leads can go to a CSV file, HeyReach, PlusVibe, a webhook, the REST API or the MCP server for Claude and other MCP-compatible AI agents.
What can I scrape on the free trial?
The 7-day free trial covers 2 profiles, 2 posts and 2 keyword searches, at up to 250 leads each.
Works with your stack
FAQ
Can I scrape comments as well as likes?
Yes. Cornersight captures both the people who like a post and the people who comment on it.
Can I scrape a competitor's LinkedIn posts?
Yes. Add the competitor's company page or a person's profile, and Cornersight captures the engagers on their new posts on each daily run.
Can I use the scraper from Claude?
Yes. Cornersight has an MCP server at https://mcp.cornersight.io/mcp, plus a REST API and a CLI.
LinkedIn post scraper: likers and commenters, no code