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ScrapeLinkedInLinkedInprofiles by search term
Scrape LinkedIn profiles by search term. Extract Google Maps business listings and reviews. Collect Facebook pages, groups and posts. Scrape Instagram profiles, reels and comments. Extract TikTok posts and creator profiles. Collect YouTube channels and video data. Scrape X / Twitter profiles and posts. Extract Indeed job listings and salaries. Collect Yelp business reviews and ratings.
Home/Integrations/How to Scrape LinkedIn Posts into Zapier
LinkedInZapier

How to Scrape LinkedIn Posts into Zapier

Extract posts data from LinkedIn and connect to Zapier automatically

Step-by-step guide

1

Choose the LinkedIn Posts scraper

Navigate to the LinkedIn Posts scraper in Scrapernode. Select "Fresh Scrape" for real-time data or "Quick Lookup" for pre-collected records. Each record costs 1 credit.

2

Set up your Zapier connection

Set up a "Webhooks by Zapier" trigger (Catch Hook) and paste the webhook URL into Scrapernode. Use Zapier's built-in formatter to extract and route specific fields to actions like "Add Row to Google Sheets" or "Create HubSpot Contact".

3

Provide your LinkedIn input URLs

Paste the LinkedIn URLs you want to scrape — one per line, or upload a CSV. Scrapernode accepts direct profile links, search result URLs, and content pages.

4

Launch the scraping job

Click "Start Extraction" to begin. Scrapernode handles proxy rotation, rate limiting, and anti-bot detection automatically. Jobs typically complete in under 60 seconds per batch.

5

Receive data in Zapier

When the job completes, Scrapernode sends the full results to your Zapier workflow. Each record includes 35 fields like url, id, user_id, use_url. Route the data to any downstream app — CRMs, databases, email tools, and more.

Cost per record

1 credit

Output fields

35 fields

Destination

Zapier

Sample Output

Preview the data you'll receive — 5 sample records

Record 1 of 5
Url
sample_url
Id
ACoAABcXYZ123
User Id
sample_user_id
Use Url
sample_use_url
Title
How We Scaled to 1M Users
Headline
VP of Engineering at Stripe | Ex-Google
Post Text
sample_post_text
Date Posted
2025-12-15
Hashtags
#buildinpublic#startup#engineering
Embedded Links
sample_embedded_links
Images
sample_images
Videos
sample_videos
Num Likes
45
Num Comments
135
More Articles By User
sample_more_articles_by_user
More Relevant Posts
sample_more_relevant_posts
Top Visible Comments
sample_top_visible_comments
User Followers
1,000
User Posts
1,000
User Articles
1,000
Post Type
sample_post_type
Account Type
sample_account_type
Post Text Html
sample_post_text_html
Repost
sample_repost
Tagged Companies
sample_tagged_companies
Tagged People
sample_tagged_people
User Title
sample_user_title
Author Profile Pic
sample_author_profile_pic
Num Connections
1,000
Video Duration
1,000
External Link Data
sample_external_link_data
Video Thumbnail
sample_video_thumbnail
Document Cover Image
sample_document_cover_image
Document Page Count
1,000
Original Post Text
sample_original_post_text

Data Dictionary

35 fields returned per record

The web link to the individual LinkedIn post (100.00% fill rate)

A unique identifier for each LinkedIn post (100.00% fill rate)

The unique identifier for the user who created the post (99.35% fill rate)

The web link to the profile of the user who created the post (100.00% fill rate)

The title or main subject of the LinkedIn post, if applicable (100.00% fill rate)

A brief headline summarizing the post's content (99.46% fill rate)

The main text content of the LinkedIn post (96.18% fill rate)

The date and time when the post was published on LinkedIn (100.00% fill rate)

Keywords or phrases prefixed with a hash (#) used in the post to tag content (45.74% fill rate)

URLs included within the post that link to external content (73.59% fill rate)

Any images attached or embedded in the post (66.30% fill rate)

Any videos attached or embedded in the post (11.05% fill rate)

The total number of likes the post has received (100.00% fill rate)

The total number of comments the post has received (100.00% fill rate)

Links to other posts or articles written by the same user (10.43% fill rate)

Sub-fields

headlineTextOther posts/articles by the same author
date_postedTextPublish date
post_urlTextURL of the other post/article

Links to other posts that are relevant or related to the content of this post (18.09% fill rate)

Sub-fields

post_urlTextURL of the related post
post_idTextLinkedIn ID of the related post
user_idTextAuthor ID of the related post
use_urlTextAuthor profile URL of the related post
headlineTextHeadline/title of the related post
post_textTextText snippet of the related post
date_postedTextPublish date/time of the related post
num_likesNumberTotal likes on the related post
num_commentsNumberTotal comments on the related post
imagesArrayImage URL from the related post
videosArrayVideo URL from the related post
hashtagsArrayHashtag text from the related post
embedded_linksArrayEmbedded URL from the related post

Top comments on post, only some comments if any are visible without a login (40.58% fill rate)

Sub-fields

use_urlTextCommenter profile URL
user_idTextCommenter LinkedIn ID
user_nameTextCommenter display name
comment_dateTextComment timestamp
commentTextComment text
tagged_usersArrayTagged profile URL inside the comment
num_reactionsNumberTotal reactions on the comment
user_titleTextThe title of the comment's author
comment_imagesArrayImage URL from the comment

Number of followers of the user (92.78% fill rate)

User number of posts (86.26% fill rate)

Number of user articles (86.26% fill rate)

article/post (100.00% fill rate)

Author type of the posting account: 'Person' or 'Company' (99.49% fill rate)

The post text keeping the line breaks (96.26% fill rate)

Details of the original post that was reshared (99.65% fill rate)

Sub-fields

repost_urlTextURL of the original (reshared) post
repost_user_idTextOriginal author's LinkedIn ID
repost_user_nameTextOriginal author's display name
repost_textTextOriginal post text
repost_hangtagsArrayHashtag text from the original post
repost_dateTextOriginal post publish date
repost_attachmentsArrayAttachment URL from the original post
repost_idTextOriginal post ID
tagged_usersArrayTagged users details
tagged_companiesArrayCompanies tagged or mentioned in the post
repost_user_titleTextThe title of the repost post's author

Companies tagged or mentioned in the post (15.51% fill rate)

Sub-fields

nameTextCompany name
linkTextCompany LinkedIn page URL

People tagged or mentioned in the post (12.85% fill rate)

Sub-fields

nameTextPerson's name
linkTextPerson's LinkedIn profile URL

The title of the post's author (15.53% fill rate)

The post's author profile picture (99.56% fill rate)

The number of connections of the post's author (1.33% fill rate)

Duration of the post's video (8.38% fill rate)

Preview cards for external links included in the post (12.27% fill rate)

Sub-fields

post_external_imageTextPreview image URL of the external link
post_external_urlTextTarget URL of the external link
post_external_titleTextPreview title of the external link
post_external_descriptionTextPreview description/snippet of the external link

Thumbnail image URL for the attached video (10.08% fill rate)

Cover image URL for an attached document (1.74% fill rate)

Total number of pages in the attached document (1.74% fill rate)

The post's text including line breaks like how it appears on LinkedIn (71.06% fill rate)

Frequently Asked Questions

Common questions about How to Scrape LinkedIn Posts into Zapier

Ready to connect LinkedIn data to Zapier?

Start extracting linkedin posts data and connect to Zapier in minutes.

Go to LinkedIn Posts scraperBrowse all integration guides
No code requiredAuto-delivery to Zapier35 data fields