LinkedIn Data Scraping

LinkedIn Data Scraping
for Profiles, Companies & Messages

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Linked Helper exporting a complete LinkedIn lead record with 200+ data points to CSV, CRM, Google Sheets, or a webhook.
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Trusted by over 10,000 businesses worldwide

Extract LinkedIn Data
Without Copying It by Hand

Cross iconWITHOUT LINKED HELPER

Manual Copying
● Research stalls while you copy roles, experience, and skills by hand.

● Company details are scattered across pages and spreadsheets.

● Missing contact details mean extra lookups before a record is ready.

● Past questions and replies get lost in old conversations.
Arrow from before to after

Checkmark iconWITH LINKED HELPER

Structured RecordsStructured Records
● Roles, experience, and skills are saved in structured records.

● Company details come together, ready to compare by industry and size.

● Enrichment and email search fill in available contact details.

● Past conversations stay alongside each contact, easy to review.

See Your LinkedIn Leads in Detail
With 200+ Available Data Points

Linked Helper lead record showing Sophia Reynolds’s exported profile data, including her headline, profile URL, location, industry, connection degree, and skills.

Understand Your Leads.
Compare Candidates. Explore Markets.

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Sales & SDR

Give Every Lead More Context

Bring a prospect’s role, experience, company details, and available contact information into one record. Use that context to prepare a relevant approach and send selected fields to your CRM for follow-up.
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Growth & Agencies

Research People and Companies Together

Collect profile and organization details for market research, account analysis, and campaign preparation. Compare people by their professional background and companies by industry, size, and location to build a clearer picture of your audience.
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Recruiters

Build More Informative Candidate Records

Gather available experience, education, and skills to compare candidates without copying each profile by hand. Keep collected conversation history alongside each candidate’s profile to review their responses and make more informed hiring decisions.
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RevOps & Researchers

Add Structure to Your Existing Data

Start with LinkedIn URLs you already have, collect the details you need, and enrich records where useful. Send mapped fields to your CRM or prepare structured people and company datasets for further analysis.

Collect Profile Data
Directly From LinkedIn

Visit & Extract profiles: LinkedIn profile data saved in a Linked Helper CRM record

Build Your Company Database
With LinkedIn Data

Organizations extractor visiting a LinkedIn company page and collecting industry, company size, headquarters, website, and specialties

Find the Emails Your Records Are Missing

Find Profile Emails checks the Linked Helper database, Snov.io, and Apollo.io in order and saves the found email to the lead record

Find Profile Emails

Get emails for profiles that don’t have one yet, including 2nd- and 3rd-degree connections. Linked Helper searches its database first, then your connected Snov.io and Apollo.io accounts, and saves the email to the lead record. Data Credits are used only for successful database matches.

Create Richer Records
With Data Enrichment

No Profile Visits

Get More Data Without More Profile Visits

Find available emails, phone numbers, and other profile and company details for 2nd- and 3rd-degree connections. Database lookups don’t open LinkedIn profiles, so you save your daily LinkedIn activity for invitations and messages.

Data Enrichment updating an email from the Linked Helper database without a LinkedIn profile visit
Data Groups

Choose the Data Your Task Needs

Select profile details, company information, emails, phone numbers, or social links. Request the data groups relevant to your task, whether you need contact details or a fuller professional and company background.

Data Enrichment with selected data groups: profile info, company data, and email
Data Freshness

Choose How Recent Your Data Should Be

Set the maximum age of information retrieved from the database. Linked Helper checks available matches against your limit and updates saved fields only when the retrieved information is newer.

Data Enrichment freshness date: newer matches update CRM fields, older matches are skipped

Bring LinkedIn Conversations
Into Your Contact Records

Linked Helper exporting a lead record with sent messages, replies, dates, and available messaging history attached.

Put Your LinkedIn Data to Work

CSVCSV

Download a CSV

Select records in Linked Helper and use Download to create a CSV for spreadsheets, analysis, or an import into another tool.

Linked Helper CSV export showing lead selection from the CRM, an action list, or a campaign list with configurable column and messaging history settings.
CRMCRM

Send Contacts to Your CRM

Use Send person to external CRM to pass selected profile fields to a supported CRM. Configure field mapping, matching identifiers, and update rules for the destination.

Linked Helper workflow sending a lead to a selected external CRM with available integrations and field mapping settings.
WebhooksWebhooks

Connect Through Webhooks

Use Send person to webhook to deliver configured data to a receiving system or automation service as profiles reach that action in your campaign.

Linked Helper workflow sending selected lead data through a configured webhook to Google Sheets or another webhook-enabled system.

Export Complete Lead Records Even From Sales Navigator

Linked Helper Data Export showing a complete lead record with profile, contact, company, campaign, relationship, and messaging data ready to download.

Data Export

Download lead records with 200+ available data points — profile, contact, company, campaign, and conversation details in one file. It also works for Sales Navigator searches and lead lists, which have no native CSV export.

Seamlessly Connect with Leading CRMs

Collect LinkedIn Data
From Different Sources

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LinkedIn Search, Sales Navigator & Recruiter

Collect profiles from supported search results and lists. Use the LinkedIn platform and subscription available to your account to define the starting audience.
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Company Pages & Employee Lists

Collect organization pages for company extraction. Use Employees extractor to collect profiles from the People tabs of selected companies, with optional keyword filtering, then process those profiles in a people campaign.
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Groups, Events & Post Activity

Collect profiles from supported group and event pages, or from people who react to and comment on relevant posts. Available sources depend on the page and your account’s access.
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Your Existing LinkedIn URLs

Upload profile URLs directly or from a CSV to work with records you already have. Continue with profile extraction, enrichment, or the other actions your task requires.

Organize and Qualify Your Data

Find Records With Tags & Filters

Group profiles by source, project, or priority with manual and automatic tags. Use CRM filters to return to the segment you want to review or process.

Lead profile organized with tags and reusable lists in Linked Helper

Control Overlaps With List Manager

Move and combine profiles across lists, remove overlaps, and exclude selected contacts from campaigns. Keep control of who enters each workflow.

List Manager removing overlapping profiles between a source and a target list

Check Fit With AI ICP Detection

Describe your ideal customer and set a minimum match score to decide which profiles continue. AI analysis uses AI Credits; the score measures fit with your criteria, not a person’s intent to buy.

AI ICP Detection scoring profiles against ideal customer criteria

Repeat Collection With Auto-collect

Set a collection interval for supported LinkedIn pages so you can repeat audience collection with less manual setup. Auto-collect does not monitor profile changes in real time.

Auto-collect checks a LinkedIn post every 7 days and adds new profiles to the campaign audience month by month

Works with All LinkedIn Platforms

LinkedIn Platform

Basic

LinkedIn Platform

Premium

LinkedIn Platform

Sales Navigator

LinkedIn Platform

Recruiter

Everything You Need
to Extract LinkedIn Data

Help Center

Extract Data Step by Step

Find setup instructions for Visit & Extract profiles, Organizations extractor, and Scrape messaging history. Learn how to configure each action, review the collected information, and export the results.

Extract Data Step by Step
Blog

Make More of Your LinkedIn Data

Explore practical articles on collecting, enriching, and using LinkedIn data. Get ideas for researching leads, comparing companies, and turning extracted information into useful records for your team.

Make More of Your LinkedIn Data
Video Tutorials

See Data Extraction in Action

Watch product walkthroughs and follow the setup process on screen. See how extraction actions work, where the results appear, and how to prepare your data for the next step.

See Data Extraction in Action

What Teams Say About Building Lead Data With Linked Helper

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Flexible pricing for every LinkedIn professional

Local-based storage versionCloud-based storage version

Data stored locally

All your data stays on your device in local folders you can access directly.

Separate data space for each LinkedIn account

Each account has its own isolated storage - no data mixing.

Webhooks

With outgoing webhooks, Linked Helper can send data to third-party systems.

Always accessible

Data is stored in local folders on your device. No app, no internet required to access your files.

Access from any device, anywhere

Install the app on a new device and pick up right where you left off.

Easy data sharing with teammates and clients

Share LinkedIn accounts and campaign data without manual exports.

Webhooks

With incoming and outgoing webhooks, Linked Helper can receive data from and send data to third-party systems.

Data reliability

Your data is automatically backed up to the cloud - no risk of losing it if something happens to your device.

No manual transfers

Switch devices or reinstall the app without moving files manually.

Local-based storage version

Trial

Free/ 14 days
  • 14-Day Full Feature Access
  • Explore Standard & Pro capabilities
  • 24/7 Support
MOST POPULAR
Local-based storage version

Standard

$15/ month
  • Core lead generation tools unlimited
  • Unlimited campaigns
  • Full data export to CSV (except messaging history)
  • LH CRM with tagging & notes
  • Limited advanced actions (20/day)
  • Webhook integrations (20 profiles/day)
  • 620 Data credits/month (Can be purchased separately if needed)
  • 250 AI credits included (Can be purchased separately if needed)
  • 24/7 Support
Local-based storage version

Pro

$45/ month
  • All Standard features
  • Unlimited daily actions
  • Advanced data export
  • Unlimited webhook integrations
  • Unlimited messages with images
  • 3100 Data credits/month (Can be purchased separately if needed)
  • 500 AI credits included (Can be purchased separately if needed)
  • 24/7 Support
Cloud-based storage version

Trial

Free/ 14 days
  • 14-Day Full Feature Access
  • Explore Standard & Pro capabilities
  • 24/7 Support
MOST POPULAR
Cloud-based storage version

Standard

$29.90/ month
  • Core lead generation tools unlimited
  • Unlimited campaigns
  • Full data export to CSV (except messaging history)
  • LH CRM with tagging & notes
  • Limited advanced actions (20/day)
  • Webhook integrations (20 profiles/day)
  • 620 Data credits/month (Can be purchased separately if needed)
  • 250 AI credits included (Can be purchased separately if needed)
  • 24/7 Support
Cloud-based storage version

Pro

$59.90/ month
  • All Standard features
  • Unlimited daily actions
  • Advanced data export
  • Unlimited webhook integrations
  • Unlimited messages with images
  • 3100 Data credits/month (Can be purchased separately if needed)
  • 500 AI credits included (Can be purchased separately if needed)
  • 24/7 Support
1 license = 1 LinkedIn account(Powerful AI automation and transparent credit pricing – choose the plan that fits your growth.)

Local tax may apply

Your Questions, Answered

Depending on the actions you use, Linked Helper can collect profile details such as roles, experience, education, skills, and location; organization details such as industry, company size, website, location, and description; available emails and phone numbers; and one-to-one messaging history.