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LinkedIn Post Comment & Reaction Extractor [NO COOKIES] ✅

Try for free

Scrape LinkedIn post comments, replies, and reactions at scale. Collects comment text, author profiles, reaction types, reactor details, and timestamps with configurable limits - no LinkedIn login required.

Pricing

from $5.50 / 1,000 results

Rating

5.0

(2)

Developer

Unseen User

Actor stats

Bookmarked

Total users

Monthly active users

22 days ago

Last modified

Categories

Automation

Lead generation

Social media

data_type

Optional

Type of result: comment, reaction, or error

Type:string

Example:comment

comment_id

Optional

Unique LinkedIn comment identifier

Type:string

Example:7302346926123798528

text

Optional

The full text content of the comment

Type:string

Example:Great post! Very insightful.

comment_type

Optional

Either 'comment' for top-level or 'reply' for nested replies

Type:string

Example:comment

comment_url

Optional

Direct link to the comment on LinkedIn

Type:string

Example:https://www.linkedin.com/feed/update/urn:li:comment:(activity:7302346926123798528,7302346926123798529)

is_edited

Optional

Whether the comment has been edited

Type:boolean

Example:false

is_pinned

Optional

Whether the comment is pinned by the post author

Type:boolean

Example:false

posted_at

Optional

When the comment was posted

Type:object

post_date

Optional

When the LinkedIn post itself was published

Type:object

author

Optional

Comment author information

Type:object

stats

Optional

Comment engagement stats

Type:object

reaction_type

Optional

Type of reaction (LIKE, PRAISE, EMPATHY, APPRECIATION, INTEREST)

Type:string

Example:LIKE

reactor

Optional

Person who reacted

Type:object

post_input

Optional

The original post URL or ID provided as input

Type:string

Example:7302346926123798528

parent_comment_id

Optional

ID of the parent comment (only for replies)

Type:string

Example:7302346926123798528

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Extract LinkedIn profile reactions, as well as full post data and social activities. No cookies or account required. Concurrency + fast response times

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Scrape & Collect profiles, companies, posts, messages, reactions, and comments efficiently. Save 84% on costs while getting more functionality. Perfect for researchers, recruiters, sales teams, and marketers. Customizable, automated, and easy to integrate.

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Profile Reactions Scraper for LinkedIn [No Cookies]

apimaestro/linkedin-profile-reactions

Linkedin User Reactions Scraper: Extract reactions for LinkedIn profiles and users including post content, reactions, stats, article, media attachments and more.

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