Export any LinkedIn search to a clean spreadsheet with verified emails and phone numbers. Turn Sales Navigator filters into outreach-ready lead lists in minutes, not hours.
| Name | Title | Company | |
|---|---|---|---|
| Sarah Kim | VP Sales | Freshworks | sarah@freshworks.io |
| Tom Reeves | SDR Lead | Outplay | tom@outplay.com |
| Ana Torres | Head of Ops | Claravine | searching... |
Quick answer
A LinkedIn scraper is a web scraping tool that performs data extraction from public LinkedIn profiles — names, titles, companies, locations, headline text, job listings and contact info — from the LinkedIn website into a structured CSV. It's the modern alternative to copy-paste data collection from hundreds of profiles.
Also called a LinkedIn profile scraper or web scraper for LinkedIn, the best tools in 2026 do three things in one pass: scrape LinkedIn data, enrich with verified work email addresses and phone numbers, and export everything to CSV, XLSX or a CRM.
A Google Chrome extension that acts as a powerful tool for profile scraping — no API calls, no headless crawling, no risk of LinkedIn blocks. Install, open a LinkedIn search, click Export. Free trial includes 100 leads, no credit card.
How it works
A simple workflow designed for speed: choose a source, export profiles, enrich contacts, download.
Designed for outreach stacks — the fields your team actually uses.
Why Scrupp
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 — then enrich it with verified business emails and phone numbers.
Instead of manually copy-pasting data or juggling multiple tools, run a search, click export, and let Scrupp handle the exporting, enrichment, and cleanup. The result is a clean list ready for outreach, CRM import, or analytics.
Export as CSV/XLSX, pull results as JSON, or pipe it through our API. It's a scalable LinkedIn scraper built for sales, growth, and recruiting teams that care about speed, cost per lead, and data quality.
Flexible output for every workflow.
Verified emails and phone numbers are included where available — no extra credit cost.
Scale
Scrupp automates the LinkedIn export workflow. Run a search once, and let our cloud engine handle exporting, enrichment, and delivery — without manual work or browser babysitting.
Schedule exports or run them on demand to keep lists fresh without repeating the same steps weekly.
Generate lists that plug into outbound campaigns, recruiting pipelines, or reporting — no extra cleanup needed.
Rate-limit aware and cloud-based, Scrupp keeps exports reliable while you operate inside normal usage patterns.
Integrations
Download CSV/XLSX, use the API, or connect through automation platforms to keep your lead data in sync.
Push leads into tools like HubSpot, Pipedrive, Close, or email platforms for sequenced outreach.
Use Scrupp with Make, Zapier, or n8n to build LinkedIn-to-CRM workflows.
Export structured datasets for BI and scoring models without building your own scraping stack.
Enrichment
Scrupp doesn't just export 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, each with a verification status (where available).
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 exporter.
LinkedIn profile scraper
Scrupp is not just a LinkedIn scraper — it's a full LinkedIn profile scraper that does data extraction, data collection and data scraping in one workflow. Here's what that looks like under the hood.
Every LinkedIn profile the scraper visits gets turned into a clean row of data points: name, company name, current job title, headline, location, and a list of visible job listings on company pages when relevant. All of it is public data available on LinkedIn website pages you could have visited manually.
LinkedIn doesn't offer a public scraping API for profile data — and building your own requires rotating proxies, handling LinkedIn crawling challenges, solving captchas, and updating selectors every time LinkedIn's website changes. Scrupp replaces all of that with a Chrome extension that runs in your own logged-in session.
No API calls. No headless browsers. Zero footprint that would trigger LinkedIn blocks or account restrictions.
Web scraping is the broad term for automated data collection from any website. Data scraping is the narrower activity of pulling structured fields out of unstructured HTML. A LinkedIn profile scraper does both: it navigates the LinkedIn website (web scraping) and then extracts specific data points — headline, company, title, URL — from each profile (data scraping).
Two concepts often confused. LinkedIn automation sends connection requests, messages, likes or comments on your behalf — a real risk to your account under LinkedIn's Terms of Service. LinkedIn scraping reads public data that's already visible in your browser. Scrupp does scraping only, not automation — that's the core reason thousands of SDR teams use it daily without account restrictions.
A typical Scrupp export returns 15+ data points for every profile. The most common ones our users rely on:
Need profile data for 10,000+ profiles from LinkedIn at once? Combine the extension with the Scrupp scraping API — same engine, same exports, no UI clicks required. Public LinkedIn profiles are pulled at a human-like pace to avoid account restrictions on your LinkedIn account.
API
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 saved searches or lists and returns structured profile data, company information, and verified contact details (where available).
Build dashboards, automate enrichment of existing datasets, or connect Scrupp to onboarding, scoring, and analytics pipelines.
Trigger exports, monitor job status, and pull enriched results as JSON — ideal for internal tools, dashboards, and BI.
Tutorial
Step-by-step guide to scraping LinkedIn profiles and Sales Navigator searches with the free Scrupp Chrome extension. No coding required.
Add the Scrupp LinkedIn scraper extension from the Chrome Web Store. The extension is free, takes 30 seconds to install, and works on standard LinkedIn, LinkedIn Sales Navigator, and LinkedIn Recruiter. Once installed, you'll see a Scrupp icon in your Chrome toolbar.
Browse LinkedIn as you normally would. Search for prospects by job title, company, location, or keywords. The Scrupp LinkedIn scraper works on search result pages (bulk export) and individual profile pages (single lead export). For best results, use Sales Navigator: 2,500 leads per search vs ~1,000 on regular LinkedIn.
Open the Scrupp extension and click "Scrape this page". The LinkedIn data scraper paginates through results, collecting names, job titles, companies, locations, and LinkedIn profile URLs. The extension throttles requests to respect LinkedIn rate limits — your account stays safe. Scrupp does NOT send connection requests or automate any LinkedIn actions.
As leads are scraped, Scrupp finds and verifies a business email for each one — 65% find rate, under 5% bounce. Direct phone numbers are added when available. Download the result as CSV/XLSX or push to your CRM via the REST API. Then send to outreach tools like Lemlist, Instantly, or HubSpot Sequences.
Compare the Scrupp LinkedIn scraper with Evaboot, Phantombuster, Lemlist, or Lusha.
Comparison
The honest comparison of LinkedIn scraping tools in 2026 — features, pricing, and account safety.
| Feature | Scrupp | Apollo | Phantombuster | Evaboot |
|---|---|---|---|---|
| LinkedIn Sales Navigator export | ✅ Free, no row limit | ⚠️ Paid plans only | ⚠️ Setup required | ✅ Yes (paid) |
| Verified email enrichment | ✅ Built-in waterfall | ✅ Built-in (40% stale data) | ⚠️ Separate flow | ⚠️ Separate credit |
| Phone numbers | ✅ Where available | ⚠️ Premium add-on | ❌ No | ❌ No |
| LinkedIn account safety | ✅ Cloud, no automation footprint | ✅ Cloud database, no scraping | ⚠️ Local automation = bans | ✅ Cloud-based |
| Free tier | ✅ Yes — scrape free, pay per enrichment | ✅ Limited free | ⚠️ 14-day trial only | ⚠️ Trial only |
| Starting price | $0/mo (pay as you go) | $49/mo | $69/mo | $9/mo |
| Chrome extension | ✅ Free | ✅ Free | ❌ Cloud automation only | ✅ Free |
| Best for | Outbound teams who need clean LinkedIn data fast | Big teams with budget for a full database | Engineers building custom workflows | SDRs who need basic Sales Nav export |
Related guides
Practical guides on scraping LinkedIn safely, exporting lead lists, and enriching contacts.
Honest comparison of 20 LinkedIn scrapers across safety, price, and data quality.
Read guide →Techniques to extract public profile data without using your own LinkedIn account.
Read guide →Rate-limit rules, safe volumes, and account warmup strategies for 2026.
Read guide →Chrome extension walkthrough — one-click export from any LinkedIn search.
Read guide →Build targeted prospect lists from company pages filtered by department and seniority.
Read guide →How LinkedIn detects bots in 2026 and what approaches still work reliably.
Read guide →FAQ
Quick answers about scraping, enrichment, and export workflows.
Scrupp exports publicly available professional data. You should use it in line with applicable laws and platform policies in your jurisdiction.
Yes — you can export Sales Navigator lead search results and enrich them with contact data.
Scrupp enriches profiles with verified business emails and phone numbers where available, and returns verification status.
CSV/XLSX for teams and JSON via API for developers — both include enrichment fields.
When available, Scrupp may return additional contact types. Availability varies by lead and data coverage.
Related
One-click integrations
Push Scrupp scrapes into your CRM, spreadsheet, or automation platform — no CSV round-trip.
Create enriched contact + company records. Dedupes by email.
Push new Leads or Contacts + Accounts with LeadSource = Scrupp.
Stream enriched rows straight into a new sheet — no CSV file.
Create Persons + Organizations + optional Deal at any stage.
Append enriched lead rows to any Airtable base.
Write one row per lead into your Notion CRM database.
Alert a channel on every enriched lead — perfect for ABM.
Trigger Zaps and fan out to 5,000+ apps without code.
Ready to turn LinkedIn, Sales Navigator, and Apollo into a predictable lead source? Export leads with verified emails and phone numbers included where available.
Cloud-based engine, built-in enrichment, and flexible exports — everything you need to build high-quality B2B datasets.