LinkedIn Post Comments Scraper — Get Commenter Profiles

Extract every comment from any LinkedIn post and get the commenter's name, LinkedIn profile URL, job title, profile picture, comment text, likes, and timestamp — all in one flat dataset ready to export as CSV or JSON.

No login required. No cookies. No browser.

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What you get

Each row in the output dataset contains:

Field	Example
commenterName	Sarah Johnson
commenterLinkedinUrl	https://www.linkedin.com/in/sarah-johnson
commenterPosition	VP of Marketing at Acme Corp
commenterPictureUrl	https://media.licdn.com/...
commentText	Great insights — sharing this with my team.
commentUrl	https://www.linkedin.com/feed/update/urn:li:...
commentedAt	2026-06-17T08:14:24.000Z
likes	12
replies	3
postUrl	https://www.linkedin.com/posts/...

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Use cases

• Lead generation — identify who engaged with a competitor's or influencer's post, then reach out directly
• Audience research — understand who follows and engages with a specific topic or creator
• Engagement analysis — measure comment volume, sentiment, and top commenters on your own posts
• Sales prospecting — find decision-makers who commented on relevant industry posts
• Influencer vetting — audit the quality of an influencer's audience before a partnership

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How to use

Step 1 — Find a LinkedIn post URL

Copy the URL of any LinkedIn post. It looks like:

https://www.linkedin.com/posts/username_some-title-ugcPost-1234567890-XXXX

Or a feed update URL:

https://www.linkedin.com/feed/update/urn:li:activity:1234567890/

Step 2 — Set the input

Field	Required	Default	Description
postUrl	Yes	—	Full URL of the LinkedIn post
maxComments	No	100	Max comments to return (1–1,000)
scrapeReplies	No	false	Include replies to comments as separate rows

Step 3 — Run and export

Click Start, wait a few seconds, then export the dataset as CSV, JSON, or Excel from the dataset tab.

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Pricing

This actor charges $0.002 per comment (pay-per-result).

Comments	Estimated cost
50	~$0.10
100	~$0.20
500	~$1.00
1,000	~$2.00

The minimum charge per run is $0.01.

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Example input

{
  "postUrl": "https://www.linkedin.com/posts/satyanadella_ai-activity-7472541762985664512-Vbei",
  "maxComments": 200,
  "scrapeReplies": false
}

Example output

{
  "commenterName": "Sarah Johnson",
  "commenterLinkedinUrl": "https://www.linkedin.com/in/sarah-johnson",
  "commenterPosition": "VP of Marketing at Acme Corp",
  "commenterPictureUrl": "https://media.licdn.com/dms/image/...",
  "commentText": "This is exactly what our team has been discussing. Sharing this.",
  "commentUrl": "https://www.linkedin.com/feed/update/urn:li:ugcPost:7472541762985664512?commentUrn=...",
  "commentedAt": "2026-06-17T08:14:24.000Z",
  "likes": 12,
  "replies": 3,
  "postUrl": "https://www.linkedin.com/posts/satyanadella_ai-activity-7472541762985664512-Vbei"
}

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Limitations

• Only public LinkedIn posts can be scraped (posts visible without logging in)
• LinkedIn may limit the number of visible comments on very large posts
• Reply counts reflect the total per LinkedIn, but replies are only included in results if scrapeReplies is enabled

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Support

For issues or questions, open a bug report via the Issues tab on the actor page.

Disclaimer: This actor is an independent tool and is not affiliated with, endorsed by, or sponsored by LinkedIn Corporation. LinkedIn® is a registered trademark of LinkedIn Corporation.