LinkedIn Scraper for B2B Lead Generation

Scrupp’s LinkedIn scraper lets you export LinkedIn profiles, Sales Navigator leads, and Apollo lists in a few clicks. Get a clean dataset with names, titles, companies – plus verified emails and phone numbers included for free – so you can focus on outreach, not data collection.

Start your free trial and see how fast you can turn LinkedIn, Sales Navigator, and Apollo searches into ready-to-use lead lists — with verified contact data and export-ready formats.

Structured B2B profile data
Fast bulk export
Verified emails & phones
API & CSV / JSON export

LinkedIn Scraper Tools for B2B Lead Generation


Scrupp turns LinkedIn profiles, Sales Navigator searches, and Apollo lists into structured lead datasets you can actually use. For every profile, you can collect job title, seniority, company, location, and more — and then enrich it with verified business emails and phone numbers.

Instead of manually copy-pasting data or juggling multiple tools, you run a search, click export, and let Scrupp handle the LinkedIn scraping, enrichment, and cleanup. The result is a clean list that’s ready for outreach, CRM import, or analytics.

You can export LinkedIn data as CSV or JSON, or pipe it through our API. It’s a cost-effective, scalable LinkedIn scraper built for sales, growth, and recruiting teams that care about speed, cost per lead, and data quality.

What you can collect

  • Names, job titles, seniority
  • Company, industry & location
  • Verified business emails & phone numbers
  • LinkedIn & Sales Navigator profile URLs

Automation and Workflow Efficiency

Scrupp automates the entire LinkedIn scraping workflow. Run a search once, and let our cloud engine do the exporting, enrichment, and delivery — without manual work or browser babysitting.

Continuous collection

Schedule exports or run them on demand. Scrupp keeps your LinkedIn-based datasets fresh without you repeating the same steps every week.

Campaign-ready data

Generate lists that plug straight into your outbound campaigns, recruiting pipelines, or reporting — no extra cleaning or formatting needed.

Built for stability

Rate-limit aware and cloud-based, Scrupp is designed to keep your exports reliable while you work inside normal usage patterns.

LinkedIn Scraper API for Developers


Scrupp’s LinkedIn scraper API gives you programmatic access to the same export and enrichment engine used in the UI. Trigger exports, fetch results as JSON, and plug LinkedIn data directly into your internal tools, data warehouse, or CRM.

Each API call can work with your saved searches or lists and returns a structured response containing profile data, company information, and verified contact details.

You can build your own dashboards, automate enrichment of existing datasets, or connect Scrupp to your onboarding, scoring, or analytics pipelines.

Good practice note

We recommend using Scrupp in line with LinkedIn’s product usage policies and applicable data protection laws in your jurisdiction. Scrupp focuses on business use cases and publicly available professional data.

Works with Your Existing B2B Stack

Scrupp is easy to plug into the tools you already use for outbound, recruiting, and analytics. Export via CSV, use the API, or connect through automation platforms to keep your LinkedIn data in sync.

CRM & outreach tools

Push leads into tools like HubSpot, Pipedrive, Close, or email platforms for sequenced outreach and follow-ups.

Automation platforms

Use Scrupp together with Make, Zapier, or n8n to create fully automated LinkedIn-to-CRM workflows.

Data teams

Export structured datasets for BI, scoring models, and internal dashboards without building your own scraping stack.

Scrape LinkedIn Data with Verified Emails and Phone Numbers


Scrupp doesn’t just scrape profile data — it enriches each record with verified contact details so your lists are ready for campaigns. For many leads, you’ll see work email, personal email, and phone numbers, all scored by verification status.

That means a lower cost per usable lead and fewer tools in your stack. You don’t have to pay extra for an email finder, phone finder, and verifier on top of your LinkedIn scraper.

Export options:

  • CSV bulk export for sales & recruiting
  • JSON via API for developers
  • Use with your CRM or outreach tools

Verified emails and phone numbers included where available — no extra credit cost.

Code Examples and API Usage

Use our API and examples to integrate Scrupp into your internal tools. Trigger LinkedIn exports, pull enriched data as JSON, and plug it into your pipelines.

  • Use the API to automate LinkedIn-based lead generation at scale. Create jobs, monitor their status, and fetch results programmatically — ideal for internal tools, dashboards, and BI.

  • Schedule recurring exports to keep your CRM or warehouse populated with fresh data. Configure how often to refresh your searches and let Scrupp handle the rest in the cloud.

  • Export clean CSV/JSON files or push structured results directly to your systems. Each export includes profile data, company information, and verification fields for emails and phone numbers.

Seamless LinkedIn Data for Your B2B Pipeline

Scrupp turns LinkedIn, Sales Navigator, and Apollo into a predictable source of qualified leads. Export fast, pay less per verified contact, and keep your outbound pipeline constantly supplied with fresh data.

Structured output

Every export comes in a tidy, column-based format, so it’s easy to filter, segment, and upload anywhere.

Always up to date

Run exports on a schedule to keep your lists in sync with changes in titles, companies, or profiles.

Scale with confidence

Scrupp is built for teams that need thousands of fresh leads per week without building their own scraping infrastructure.

Start Scraping LinkedIn with Scrupp

Ready to turn LinkedIn, Sales Navigator, and Apollo into a predictable lead source? Try Scrupp’s LinkedIn scraper today and export leads with verified emails and phone numbers included.

With a cloud-based engine, built-in enrichment, and flexible exports, Scrupp gives you everything you need to build high-quality B2B datasets without juggling multiple tools.

Start for Free

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