LinkedIn Profile Scraper + Email ✅ No Cookies

Extract detailed information from LinkedIn profiles in bulk, including complete work experience, education history, skills and more. No cookies or account required.

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$4.00per 1,000 profile
Users / 30d9,609↓ 899 over 30 readings
Users, all time68,273↑ 8,232 over 30 readings
Runs / 30d5.7m↑ 1,054,305 over 30 readings
Runs / user / mo593runs per monthly user
Users / 30d30 readings
08-10↓ 89909-08
Standing
#2of 1,395

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

Store search presence
15top-10 keywords

best #1 for “contact”

  • contact#1
  • contact extractor#1
  • contact scraper#1
  • 12 more#2–#2
re-crawled daily

What the reviews say

Fast, stable scraper that extracts detailed profile fields and emails well, but it’s hampered by strict usage limits, inconsistent contact coverage, and intrusive access requirements.

32 of 92 reviews carry text
ThemeSentimentSaidWhat they mean
Caps and ceilings0 praised · 6 complained6strict per-period run and request capsvery small simultaneous URL/profile processing limit“It's working perfectly for me! It extracts much more information about profiles' education and experience than most similar actors. Is there a recommended limit on the number of profiles to scrape daily?” — 5/5
Does it return everything4 praised · 2 complained6detailed education and experience extractionstrong email retrieval compared to peers“Easy to use. I pasted all the target URL's out of a csv I had. It ran it in the background and gave me a good data set to use.” — 5/5
Setup and docs2 praised · 2 complained4easy CSV URL paste and integrationrequires full profile access approval“works smooth with clay” — 5/5
How fast3 praised · 1 complained4fast, responsive performance for bulk profilessometimes takes a lot of time“It scrapes experience, education details completely and handles lots of profiles very fast. Exactly what we need” — 5/5
Does it run2 praised · 1 complained3stable background execution with minimal interruptionsbulk scrape ordering errors“Really good actor. Stable and fast.” — 5/5
What it supports1 praised · 1 complained2good for email retrievalreturns company emails instead of personal“Good for email retrieval” — 5/5
What it costs0 praised · 1 complained1consumes too many credits quickly“It takes a lot of time just to extract the emails of 20 datasets. It has utilized all of my credits.” — 1/5

Caps and ceilings

0 ↑ · 6 ↓ of 6
strict per-period run and request capsvery small simultaneous URL/profile processing limit“It's working perfectly for me! It extracts much more information about profiles' education and experience than most similar actors. Is there a recommended limit on the number of profiles to scrape daily?” — 5/5

Does it return everything

4 ↑ · 2 ↓ of 6
detailed education and experience extractionstrong email retrieval compared to peers“Easy to use. I pasted all the target URL's out of a csv I had. It ran it in the background and gave me a good data set to use.” — 5/5

Setup and docs

2 ↑ · 2 ↓ of 4
easy CSV URL paste and integrationrequires full profile access approval“works smooth with clay” — 5/5

How fast

3 ↑ · 1 ↓ of 4
fast, responsive performance for bulk profilessometimes takes a lot of time“It scrapes experience, education details completely and handles lots of profiles very fast. Exactly what we need” — 5/5
3 more themes · read all 32
Every count is a review we read. 14 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 3 of 9 in the last 30 days · followers get all 9 by email
  • 2026-09-07reviewsNew reviews+2 (92 total)+292 total
  • 2026-09-06reviewsNew reviews+2 (90 total)+290 total
  • 2026-09-05reviewsNew reviews+5 (88 total)+588 total

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Numbers on this page are measured only by an independent census of the Apify Store — not self-reported.