Pricing

from $10.00 / 1,000 results

LinkedIn Post Engagement Data Scraper

Extract structured engagement data from any LinkedIn post URL. Returns reaction counts by type, comment totals, share counts, author metadata, post content, and media attachments. Designed for researchers, analysts, and data pipelines.

Pricing

from $10.00 / 1,000 results

Rating

0.0

(0)

Developer

Raised Pro

Actor stats

Bookmarked

Total users

Monthly active users

4 days ago

Last modified

Data Schema

Engagement Metrics

Field	Type	Description
`num_likes`	integer	Total like count (all reaction types combined)
`num_comments`	integer	Total comment count
`num_shares`	integer	Total share/repost count
`reaction_counts.LIKE`	integer	Standard Like reactions
`reaction_counts.PRAISE`	integer	Celebrate reactions
`reaction_counts.EMPATHY`	integer	Support reactions
`reaction_counts.INTEREST`	integer	Insightful reactions
`reaction_counts.APPRECIATION`	integer	Love reactions
`reaction_counts.ENTERTAINMENT`	integer	Funny reactions

Post Content

Field	Type	Description
`post_text`	string	Full post body text
`post_url`	string	Canonical URL
`created_at`	ISO 8601	Publication timestamp
`urn`	string	LinkedIn internal URN
`is_repost`	boolean	Whether this is a reshare
`original_post`	object	If repost: original author + content
`media_attachments`	array	Images, documents, video thumbnails

Author Data

Field	Type	Description
`author_name`	string	Display name
`author_headline`	string	LinkedIn headline/description
`author_linkedin_url`	string	Profile or company page URL
`author_type`	string	"person" or "company"
`author_image`	string	Profile photo URL

Reference URNs

Field	Description
`reactions_urn`	URN for fetching individual reactors
`comments_urn`	URN for fetching individual comments
`reposts_urn`	URN for fetching reposts

Input

{
  "post_urls": [
    "https://www.linkedin.com/posts/example-activity-7201234567890-ABCD/",
    "https://www.linkedin.com/feed/update/urn:li:activity:7201234567890/"
  ]
}

Accepts all LinkedIn post URL formats. Batch inputs processed in parallel.

Research Applications

Social media engagement analysis — longitudinal study of engagement patterns across creator types, industries, or content formats
Influence measurement — quantifying reach and resonance of LinkedIn content at scale
Platform behavior research — studying reaction type distributions as signals of content quality or sentiment
Dataset construction — building labeled post datasets for NLP model training

Pricing

$15 per 1,000 records. Billed on successful results only. No subscription required.

FAQ

Is this suitable for academic research? Yes. The actor scrapes only publicly accessible post data. URNs are included in output to allow traceable citations.

What is the throughput rate? Approximately 60–80 posts per minute under normal conditions.

Can I retrieve individual reactor identities? This actor returns aggregate engagement counts only. The reactions_urn and comments_urn fields in the output can be used with separate actors to retrieve individual user-level data.

LinkedIn Post Insights Extractor

patient_discovery/linkedin-post-insights-extractor

Get full engagement insights from any LinkedIn post URL — likes, comments, shares, reaction types, author profile, and post content. Perfect for influencer research, content audits, and competitive benchmarking. No LinkedIn account needed.

Surge Street

LinkedIn Company Content Scraper

iron-crawler/linkedin-company-content-scraper

Scrape all recent posts from any LinkedIn company page. Returns full post text, engagement counts, reaction breakdown, media attachments, and author details. Supports pagination. Clean JSON output. No cookies or login required.

Iron Crawler

LinkedIn Post Metrics Scraper

iron-crawler/linkedin-post-metrics-scraper

Scrape full engagement metrics from any LinkedIn post URL. Returns likes, comments, shares, full reaction type breakdown, post text, author details, and attached media. Clean JSON output. No cookies or login required.

Iron Crawler

LinkedIn Company Feed & Competitor Content Tracker

monumental_world/linkedin-company-feed-scraper

Scrape the complete post history from any LinkedIn company page. Returns structured data on every post — content, engagement metrics, reaction breakdown, and media. Designed for competitive intelligence, brand research, and content analysis.

Raised Pro

LinkedIn Post Scraper

electrifying_haircut/linkedin-post-scraper

Scrape LinkedIn posts and profiles with our powerful LinkedIn Post Scraper. Extract post content, author information, engagement metrics, and more. Perfect for market research, competitive analysis, and content monitoring. Fast, reliable, and easy to use.

Gagan

Linkedin Post Scraper

simpleapi/linkedin-post-scraper

LinkedIn Post Scraper extracts data from LinkedIn posts, including text, images, videos, author details, engagement metrics, timestamps, and external links. Ideal for content analysis, monitoring trends, social listening, and automating structured LinkedIn post data collection

SimpleAPI

LinkedIn User Post History Scraper

monumental_world/linkedin-user-post-history

Extract the complete post and activity history from any LinkedIn profile. Returns structured data on posts, reposts, comments, and reactions — with engagement metrics, reaction breakdowns, and media. Designed for research, content analysis, and audience intelligence.

Raised Pro

LinkedIn Post Scraper

api-empire/linkedin-post-scraper

LinkedIn Post Scraper extracts posts from public LinkedIn profiles, pages, or companies. Capture text, media, timestamps, reactions, comments, and engagement metrics. Ideal for research, competitor tracking, content analysis, and workflows needing structured LinkedIn post data.

API Empire

Linkedin Post Reactions Scraper

scrapio/linkedin-post-reactions-scraper

Scrape LinkedIn post reaction data instantly with this LinkedIn Post Reactions Scraper 👍 Extract usernames, reaction types, profile links, and engagement insights with ease 📊 Perfect for audience analysis, lead generation, competitor research, and social selling 🔍🚀