β¨Mass Linkedin Profile Scraper with Email π§ (No Cookies)
π Extract full LinkedIn profile insights: verified email π§, phone number π, work history, education, and more...
Publisher description, verbatim
Standing
#21of 1,395
on LinkedIn, by users in the last 30 days among actors classified to this platform.
Store search presence
11top-10 keywords
best #2 for “with email”
- with email#2
- with emails#2
- contact#3
- 8 more#4–#7
re-crawled daily
| Theme | Sentiment | Said | What they mean |
| Does it run | 5 praised · 14 complained | 19 | fast, consistent delivery of structured datafrequent failures, timeouts, and non-working runs“this actor seems to return emails only with 57% hit rate
there is no single phone number found
poor performance
that also when ive given all permission you are having access to all my data
but your actor success rate is too low how you accept us to trust you” — 2/5 |
|---|
| Does it return everything | 1 praised · 12 complained | 13 | missing or no emails in outputincomplete or empty profile fields“Warning : User please check the output data carefully, like manually compare the empty 'about' field with actual web profile. I found the empty 'about' field actually HAS data in the actual profile. I feedback this to the developer but seems they don't care.” — 1/5 |
|---|
| What it costs | 5 praised · 5 complained | 9 | affordable, strong value for small budgetsrequires paid subscriptions and charges for features“I made a test with a 100 record sample list extracted using this tool. The result: 36% good and safe emails
23% risky The rest is bad email. Verified with Millionverifier. Overall: On an average you will get 360 good emails for the price of 10 USD. Not a bad price for that amount, but also you need to subscribe for email verifier to make sure your emails are not ending in spam or you get blacklisted.” — 4/5 |
|---|
| Is the data right | 7 praised · 4 complained | 11 | generally accurate, clean, and detailed datalow email enrichment and hit rates“Decent outputs and accurate - with good documentation, but it is restricted on the starter level.” — 3/5 |
|---|
| Caps and ceilings | 0 praised · 3 complained | 3 | limited output and strict request caps“Se supone que es pago por servicios, si se usa me van quitando de mi saldo disponible pero realmente a las 200 peticiones me dice que los que tenemos cuentas free en apify no podemos usar la API” — 1/5 |
|---|
| What it supports | 2 praised · 2 complained | 4 | captures experience fields and some mobile numberspoor handling of paginated or dynamic pages“It was difficult to find a LinkedIn scraper that would return Experience data. This scraper does it beautifully!” — 5/5 |
|---|
| Does the publisher answer | 0 praised · 1 complained | 1 | developer unresponsive; slow or no support |
|---|
| How fast | 7 praised · 0 complained | 7 | fast execution, quick results for medium jobs“Fantastic for quick lead generation, highly recommended!” — 5/5 |
|---|
| Setup and docs | 6 praised · 0 complained | 6 | easy to use and integrateclear documentation and user-friendly configuration options“Awesome! It does what it says it does, and quickly. No walls or obstacles.” — 5/5 |
Does it run
5 ↑ · 14 ↓ of 19fast, consistent delivery of structured datafrequent failures, timeouts, and non-working runs“this actor seems to return emails only with 57% hit rate
there is no single phone number found
poor performance
that also when ive given all permission you are having access to all my data
but your actor success rate is too low how you accept us to trust you” — 2/5
Does it return everything
1 ↑ · 12 ↓ of 13missing or no emails in outputincomplete or empty profile fields“Warning : User please check the output data carefully, like manually compare the empty 'about' field with actual web profile. I found the empty 'about' field actually HAS data in the actual profile. I feedback this to the developer but seems they don't care.” — 1/5
What it costs
5 ↑ · 5 ↓ of 9affordable, strong value for small budgetsrequires paid subscriptions and charges for features“I made a test with a 100 record sample list extracted using this tool. The result: 36% good and safe emails
23% risky The rest is bad email. Verified with Millionverifier. Overall: On an average you will get 360 good emails for the price of 10 USD. Not a bad price for that amount, but also you need to subscribe for email verifier to make sure your emails are not ending in spam or you get blacklisted.” — 4/5
Is the data right
7 ↑ · 4 ↓ of 11generally accurate, clean, and detailed datalow email enrichment and hit rates“Decent outputs and accurate - with good documentation, but it is restricted on the starter level.” — 3/5
5 more themes · read all 90 →
Every count is a review we read.
42 of the 90 said only that they liked it, with nothing specific β those are excluded from the themes above.
Quotes are one reviewer, unedited.Read all 90 →
Recorded changes
showing 3 of 3 in the last 30 days · followers get the next one by email
- 2026-09-02searchKeyword rank moveleft top-10 for βcookies bulkβ (#10 β #11)βon record
- 2026-08-24reviewsNew reviews+1 (161 total)+1161 total
- 2026-08-15changeOpen issues spiked65 β 67 openβon record
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Numbers on this page are measured only by an independent census of the Apify Store — not self-reported.