Profile Posts Scraper for LinkedIn [No Cookies]

Scrape LinkedIn posts data for a given LinkedIn profile including post content, reactions, comments count, and media attachments

Publisher description, verbatim
Last 7 dayson this actor
Each one reaches followers by email the morning after.Follow this actor
Key figures30 readings
Price / 1k$5.00per 1,000 results
Users / 30d2,469↑ 437 over 30 readings
Users, all time22,445↑ 1,311 over 30 readings
Runs / 30d1.7m↑ 648,022 over 30 readings
Runs / user / mo693runs per monthly user
Users / 30d30 readings
08-10↑ 43709-08
Standing
#12of 1,395

on LinkedIn, by users in the last 30 days among actors classified to this platform.

Store search presence
5top-10 keywords

best #1 for “for linkedin”

  • for linkedin#1
  • linkedin cookies#1
  • scraper linkedin#1
  • 2 more#2–#6
re-crawled daily

What the reviews say

Works well for quick setup, fast scraping, generous pricing and stable basic-profile extraction, but struggles with company profiles, omits headline/experience details and needs better pagination/filter automation.

32 of 66 reviews carry text
ThemeSentimentSaidWhat they mean
Setup and docs3 praised · 3 complained6simple UI and quick setuprequires manual pagination and filtering“Really solid actor and easy to use. The setup is straightforward, and the output contains the main fields I need for analysis. Would be nice to have a few more customization options, but overall it works great.” — 5/5
Does it run5 praised · 2 complained7stable and consistently retrieves needed datafails on company profiles and endpoints“Vraiment incroyable ! C'est un outil extrêmement utile pour sa veille personnelle et d'entreprise. Il est fiable, facile d'utilisation et à intégration rapide.” — 5/5
Does it return everything1 praised · 1 complained2exports core profile fieldsomits headline and experience details
What it costs5 praised · 0 complained5generous free tier and competitive pricing“I like the pricing model, which is much more competitive than other LinkedIn Scrapers with monthly subscriptions, which is often not practical and too expensive. Unfortunately, company profiles are not working and that's my use case, so I have to come back later.” — 3/5
How fast5 praised · 0 complained5very fast scraping and retrieval“Used this for competitor analysis and it worked surprisingly well. Pulling recent posts from public LinkedIn profiles is much faster here than trying to do it manually. Great value for the price.” — 5/5
Caps and ceilings1 praised · 0 complained1supports pagination for older posts“What I appreciated most is the pagination support for older posts. A lot of tools only give you recent content, but this one makes historical post analysis much easier. Good actor for research-heavy workflows.” — 5/5
Does the publisher answer1 praised · 0 complained1developer is responsive and helpful“Great quality and affordable at the same time. Developer is very responsive and open to making improvements.” — 5/5

Setup and docs

3 ↑ · 3 ↓ of 6
simple UI and quick setuprequires manual pagination and filtering“Really solid actor and easy to use. The setup is straightforward, and the output contains the main fields I need for analysis. Would be nice to have a few more customization options, but overall it works great.” — 5/5

Does it run

5 ↑ · 2 ↓ of 7
stable and consistently retrieves needed datafails on company profiles and endpoints“Vraiment incroyable ! C'est un outil extrêmement utile pour sa veille personnelle et d'entreprise. Il est fiable, facile d'utilisation et à intégration rapide.” — 5/5

Does it return everything

1 ↑ · 1 ↓ of 2
exports core profile fieldsomits headline and experience details

What it costs

5 ↑ · 0 ↓ of 5
generous free tier and competitive pricing“I like the pricing model, which is much more competitive than other LinkedIn Scrapers with monthly subscriptions, which is often not practical and too expensive. Unfortunately, company profiles are not working and that's my use case, so I have to come back later.” — 3/5
3 more themes · read all 32
Every count is a review we read. 13 of the 32 said only that they liked it, with nothing specific — those are excluded from the themes above. Quotes are one reviewer, unedited.Read all 32 →

Recorded changes

showing 2 of 2 in the last 30 days · followers get the next one by email
  • 2026-08-15searchKeyword rank moveleft top-10 for “comments reactions” (#10 → #11)on record
  • 2026-08-13qualityQuality grade changedB → Aon record

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