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
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
| Theme | Sentiment | Said | What they mean |
| Caps and ceilings | 0 praised · 6 complained | 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 praised · 2 complained | 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 praised · 2 complained | 4 | easy CSV URL paste and integrationrequires full profile access approval“works smooth with clay” — 5/5 |
|---|
| How fast | 3 praised · 1 complained | 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 |
|---|
| Does it run | 2 praised · 1 complained | 3 | stable background execution with minimal interruptionsbulk scrape ordering errors“Really good actor. Stable and fast.” — 5/5 |
|---|
| What it supports | 1 praised · 1 complained | 2 | good for email retrievalreturns company emails instead of personal“Good for email retrieval” — 5/5 |
|---|
| What it costs | 0 praised · 1 complained | 1 | consumes 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 6strict 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 6detailed 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 4easy CSV URL paste and integrationrequires full profile access approval“works smooth with clay” — 5/5
How fast
3 ↑ · 1 ↓ of 4fast, 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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