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LinkedIn Post Scraper with Comments & Reactions (No Login)

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Scrape LinkedIn posts without login or cookies: full text, date, reactions, comment count, media, repost info, and the first 10 comments with commenter name, headline and profile URL. From post URLs, company pages or profile URLs. $1.50 per 1,000 posts, comments included, misses free.

Pricing

from $0.00005 / actor start

Rating

0.0

(0)

Developer

Deependra Singh

Actor stats

Bookmarked

Total users

Monthly active users

a month ago

Last modified

Categories

Security

schemaVersion

Required

Output format version (1). Fields are only ever added within a version; renames or removals bump it.

Type:integer

input

Required

The input line this row answers.

Type:string

sourceType

Optional

post, article, company or profile: what kind of input produced this row.

Type:string | null

status

Required

ok (charged), or a free row: not_found, invalid_input, duplicate, skipped (date range, seen store, cap or budget), no_posts, no_new_posts, error.

Type:string

error

Optional

Why no data was returned (free rows only).

Type:string | null

postUrl

Optional

Canonical LinkedIn post URL.

Type:string | null

activityId

Optional

Numeric activity ID.

Type:string | null

activityUrn

Optional

urn:li:activity:.

Type:string | null

attributedUrn

Optional

urn:li:share: or urn:li:ugcPost: of the underlying share.

Type:string | null

postType

Optional

text, image, video, article (link share), document, quote (repost with commentary), pulse_article.

Type:string | null

publishedAt

Optional

ISO 8601 publish time (from LinkedIn's structured data, else decoded from the activity ID).

Type:string | null

isEdited

Optional

LinkedIn marks the post as edited.

Type:boolean | null

isGated

Optional

True when LinkedIn served only the logged-out teaser of the post: text and counts present, media and most comments missing.

Type:boolean | null

text

Optional

Full post text with line breaks; article body for pulse_article.

Type:string | null

headline

Optional

LinkedIn's one-line summary of the post, or the article title.

Type:string | null

authorName

Optional

Original author (for reposts: the person or company who wrote the post, not the reposter).

Type:string | null

authorUrl

Optional

Author's LinkedIn URL.

Type:string | null

authorType

Optional

person or company.

Type:string | null

authorHeadline

Optional

Author's headline shown on the post (people only).

Type:string | null

authorFollowerCount

Optional

Author's follower count.

Type:integer | null

authorImageUrl

Optional

Author avatar or logo URL.

Type:string | null

isRepost

Optional

The input page was a repost of someone else's post.

Type:boolean | null

repostedByName

Optional

Who reposted it (null when not a repost).

Type:string | null

repostedByUrl

Optional

Reposter's LinkedIn URL.

Type:string | null

quotedPost

Optional

For quote posts: the embedded original (activityUrn, url, author, text, publishedAt).

Type:object | null

reactionCount

Optional

Total reactions.

Type:integer | null

commentCount

Optional

Total comments on LinkedIn (the page shows at most 10 of them).

Type:integer | null

topReactionTypes

Optional

The up-to-three reaction kinds LinkedIn shows (LIKE, PRAISE, EMPATHY, INTEREST, APPRECIATION, ENTERTAINMENT).

Type:array

images

Optional

Image URLs attached to the post.

Type:array

video

Optional

Native video: url, thumbnailUrl, captionsUrl, duration, durationSeconds.

Type:object | null

article

Optional

Shared link preview: url (unwrapped), title, source domain.

Type:object | null

links

Optional

External URLs in the text, unwrapped from LinkedIn's redirect.

Type:array

hashtags

Optional

Hashtags without the #.

Type:array

mentions

Optional

People and companies tagged in the text: name, url, type.

Type:array

comments

Optional

Up to 10 comments: commentId, commentUrn, author {name, url, headline, type}, text, publishedAt, relativeTime, reactionCount, isPostAuthor.

Type:array

commentsReturned

Optional

How many comments are in this row.

Type:integer

commentsTruncated

Optional

true when the post has more comments than LinkedIn shows to logged-out visitors.

Type:boolean | null

scrapedAt

Required

When the row was scraped (ISO 8601).

Type:string

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