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 / 30d14,200↑ 3,881 over 30 readings
Users, all time85,648↑ 12,503 over 30 readings
Runs / 30d8.4m↑ 1,897,043 over 30 readings
Runs / user / mo595runs per monthly user
Standing
#2of 1,727

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

Store search presence
27top-10 keywords

best #1 for “contact”

  • contact#1
  • contact extractor#1
  • contact scraper#1
  • 24 more#2–#5
re-crawled daily
Recorded changes
  • 2026-10-09changeTitle changed—on record
  • 2026-09-30searchKeyword rank moveentered top-3 for “profiles scraper” (outside top 100 → #2)—on record
  • 2026-09-30searchKeyword rank moveentered top-3 for “profiles” (outside top 100 → #2)—on record
showing 3 of 16 in the last 30 days · followers get all 16 by email

What the reviews say

The scraper is strong at quickly and thoroughly extracting profile details and emails, but it fails on strict run/credit limits, inconsistent contact coverage and ordering, and occasional slow or long runs.

34 of 34 reviews carry text
ThemeSentimentSaidWhat they mean
Caps and ceilings0 praised · 7 complained7strict free-plan run caps and resetslow concurrent URL/profile processing cap“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 complained6comprehensive education and experience extractionreturns only a few contact emails“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 pasting and integrationrequires full-profile access approval“works smooth with clay” — 5/5
How fast3 praised · 1 complained4generally fast and responsive processingsometimes experiences long processing times“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 without frequent crashesdisrupts item order during bulk scrapes“Really good actor. Stable and fast.” — 5/5
What it supports1 praised · 1 complained2effective at retrieving contact emailsoften returns company instead of personal emails“Good for email retrieval” — 5/5
What it costs0 praised · 1 complained1consumes credits very 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 ↑ · 7 ↓ of 7
strict free-plan run caps and resetslow concurrent URL/profile processing cap“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
comprehensive education and experience extractionreturns only a few contact emails“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 pasting and integrationrequires full-profile access approval“works smooth with clay” — 5/5

How fast

3 ↑ · 1 ↓ of 4
generally fast and responsive processingsometimes experiences long processing times“It scrapes experience, education details completely and handles lots of profiles very fast. Exactly what we need” — 5/5
3 more themes · read all 34 →
Every count is a review we read. 15 of the 34 said only that they liked it, with nothing specific — those are excluded from the themes above. Quotes are one reviewer, unedited.Read all 34 →

History

30 readings since 2026-09-25
Users / 30d30 readings
09-25↑ 3,88110-24
Users, all time30 readings
09-25↑ 12,50310-24
Runs / 30d30 readings
09-25↑ 1,897,04310-24
Standing30 readings
09-25→ 010-24

Alternatives on LinkedIn

The actors either side of #2 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
1ARES$2.00 /1k15,998175.1K total98.7%4.5 (142)2.2yfresh
2AEVT$4.00 /1k profile14,20085.6K total100.0%4.6 (93)18mfreshThis
3AEVT$2.00 /1k post12,14743.6K total100.0%4.4 (55)18mfresh
4AEVT$2.00 /1k post9,89437.0K total99.7%5.0 (53)18mfresh
5AEVT$100 /1k search-page7,68052.0K total99.6%4.4 (103)18mfresh
6ARES$4.00 /1k7,02329.0K total100.0%4.5 (33)17mfresh
7ARES$0.40 /1k6,39933.3K total98.6%4.7 (26)18mfresh

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