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 / 30d1,878↓ 624 over 30 readings
Users, all time23,482↑ 575 over 30 readings
Runs / 30d1.2m↓ 782,202 over 30 readings
Runs / user / mo661runs per monthly user
Standing
#18of 1,727

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

Store search presence
19top-10 keywords

best #1 for “post scraper linkedin”

  • post scraper linkedin#1
  • profile scraper for linkedin#1
  • scraper linkedin#1
  • 16 more#2–#10
re-crawled daily
Recorded changes
  • 2026-10-20searchKeyword rank moveentered top-3 for “scrape linkedin” (outside top 100 → #3)—on record
  • 2026-10-18searchKeyword rank moveentered top-10 for “linkedin user comments” (#11 → #10)—on record
  • 2026-10-10searchKeyword rank moveentered top-10 for “linkedin user comments scraper” (#11 → #10)—on record
showing 3 of 23 in the last 30 days · followers get all 23 by email

What the reviews say

Fast, easy-to-use, and affordable scraper that reliably returns main fields, but it misses some profile/company details and lacks advanced filtering and pagination automation.

30 of 30 reviews carry text
ThemeSentimentSaidWhat they mean
Setup and docs3 praised · 3 complained6simple, straightforward setup and UIno time filters and manual pagination required“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 run4 praised · 2 complained6consistently reliable, works without issuesfails on some LinkedIn company profiles“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 complained2returns main fields in outputmissing profile fields like headline and experiences
What it costs5 praised · 0 complained5generous free usage 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 complained5fast scraping and quick retrieval of posts“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 to fetch 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 very responsive“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, straightforward setup and UIno time filters and manual pagination required“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

4 ↑ · 2 ↓ of 6
consistently reliable, works without issuesfails on some LinkedIn company profiles“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
returns main fields in outputmissing profile fields like headline and experiences

What it costs

5 ↑ · 0 ↓ of 5
generous free usage 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 30 →
Every count is a review we read. 12 of the 30 said only that they liked it, with nothing specific — those are excluded from the themes above. Quotes are one reviewer, unedited.Read all 30 →

History

30 readings since 2026-09-25
Users / 30d30 readings
09-25↓ 62410-24
Users, all time30 readings
09-25↑ 57510-24
Runs / 30d30 readings
09-25↓ 782,20210-24
Standing30 readings
09-25↑ 610-24

Alternatives on LinkedIn

The actors either side of #18 of 1,727, ranked by users in the last 30 days. Same platform, adjacent adoption — the comparable set.

all 1,727 on LinkedIn →
Sort
#ActorGradePrice / 1kUsers /30dSuccessRatingAgeFresh
13AEVT$2.00 /1k post-commentgood price2,6929,815 total100.0%4.8 (22)17mfresh
14BEVT$4.00 /1k search-pagesteep price2,5409,869 total89.4%4.5 (17)15mfresh
15BEVT$2.00 /1k short-companygood price2,33211.5K total99.9%4.4 (22)11mfresh
16CEVT$2.00 /1k lead-fetchedgood price2,00649.3K total98.9%3.4 (542)13maging
17CRES$5.00 /1kgood price1,96116.4K total100.0%3.0 (21)16mfresh
18BRES$5.00 /1kgood price1,87823.5K total98.0%4.8 (65)22magingThis
19BRES$5.00 /1kgood price1,76015.1K total100.0%4.7 (36)18maging
20CEVT$2.00 /1k postgood price1,65917.4K total99.9%4.1 (54)20maging
21AEVT$2.00 /1k post-reactiongood price1,3995,875 total99.9%5.0 (19)17mfresh
22CRES$10.00 /1ksteep price1,12063.7K total99.4%3.7 (155)2.0yaging
23BRES$4.00 /1kgood price1,1135,357 total99.2%3.4 (11)13mfresh

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