LinkedIn is the world’s largest professional network with over 950 million members, 63 million companies, and millions of job postings updated daily. For sales teams, recruiters, market researchers, and business development professionals, this data is pure gold – if you can access it at scale.
The challenge? LinkedIn’s aggressive anti-scraping measures make DIY extraction frustrating, expensive, and often unsuccessful. Their official API is heavily restricted. And manually copying profiles one by one? That’s just not realistic when you need thousands or millions of records.
That’s where our LinkedIn data extraction services come in. We provide clean, verified, ready-to-use LinkedIn datasets customized to your exact specifications. Whether you need to buy LinkedIn profile data for sales prospecting, acquire LinkedIn company datasets for market research, or access LinkedIn job posting datasets for competitive intelligence – we deliver the data you need, on your timeline, in your preferred format.
🚀 Need LinkedIn Data? Let’s Talk.
Tell us what you need – profiles, companies, jobs, or custom datasets. We’ll provide a quote within 24 hours.
Get a Free Quote →What LinkedIn Data Can You Buy From Us?
We provide comprehensive LinkedIn data extraction services covering three primary data categories: professional profiles, company information, and job postings. All data is extracted from publicly visible LinkedIn pages, cleaned, verified, and delivered in your preferred format (CSV, JSON, Excel, or direct API).
LinkedIn Profile Data
When you buy LinkedIn profile data from us, you get detailed information on the professionals that matter to your business:
📋 Profile Data Points We Extract
- Basic Info: Full name, headline, location, profile URL
- Current Position: Job title, company name, tenure
- Work History: Previous roles, companies, dates, descriptions
- Education: Schools, degrees, graduation years
- Skills: Listed skills with endorsement counts
- Contact Info: Email, phone (when publicly available)
- Connections: Connection count, follower count
- Activity: Recent posts, engagement levels
LinkedIn Company Datasets
Our LinkedIn company datasets provide comprehensive business intelligence on any industry, region, or company size:
🏢 Company Data Points We Extract
- Company Basics: Name, industry, headquarters, website
- Size Metrics: Employee count, follower count, growth trends
- Overview: Company description, specialties, founding year
- Leadership: Key executives and decision-makers
- Locations: Office locations, geographic presence
- Recent Updates: Company posts, news, announcements
- Job Activity: Open positions, hiring velocity
- Employee Insights: Common skills, education backgrounds
LinkedIn Job Posting Datasets
For recruiting intelligence, competitive analysis, or labor market research, our LinkedIn job posting dataset delivers:
💼 Job Posting Data Points We Extract
- Job Details: Title, description, seniority level
- Company Info: Hiring company, industry, size
- Location: City, state, remote/hybrid/onsite
- Requirements: Skills, experience, education
- Compensation: Salary range (when listed)
- Timing: Post date, application deadline
- Engagement: Applicant count, views
- Apply Info: Easy Apply status, application URL
📊 Custom Dataset Requirements?
Need specific filters, industries, or data points not listed above? We build custom extraction solutions.
Discuss Your Project →Who Needs to Buy LinkedIn Data? Top 12 Use Cases
Our clients span industries and functions. Here’s how different teams use our LinkedIn datasets:
-
Sales & Business Development
Build targeted prospect lists with decision-maker profiles. Know names, titles, tenure, and background before outreach. Buy LinkedIn profile data filtered by industry, company size, seniority, and location. -
Recruiting & Talent Acquisition
Source candidates at scale. Get profiles matching specific skills, experience levels, and locations. Build talent pipelines without manual searching. -
Market Research & Competitive Intelligence
Analyze competitor workforces, hiring trends, and organizational structures. Understand market dynamics through LinkedIn company datasets. -
Lead Generation Agencies
Provide clients with verified B2B leads. Our data powers your outreach campaigns with accurate, up-to-date contact information. -
Investment & Due Diligence
PE and VC firms analyze target company leadership, employee growth trends, and talent quality using our LinkedIn data extraction services. -
HR Tech & Recruiting Platforms
Enrich your database with LinkedIn profiles. Power job matching algorithms and candidate recommendations. -
Account-Based Marketing (ABM)
Identify and map all stakeholders within target accounts. Personalize campaigns with individual profile insights. -
Labor Market Analytics
Research firms and economists use our LinkedIn job posting dataset to analyze hiring trends, skill demands, and wage patterns. -
Competitor Hiring Tracking
Monitor when competitors are hiring, for what roles, and in which locations. Spot strategic initiatives before they’re announced. -
Event & Conference Organizers
Build attendee lists, speaker prospects, and sponsor targets based on professional profiles and company data. -
Academic & Policy Research
Study workforce trends, career patterns, gender representation, and professional networks using comprehensive LinkedIn datasets. -
Real Estate & Commercial Services
Identify growing companies, new office locations, and expansion patterns through company and job posting analysis.
💡 Whatever Your Use Case…
If your business depends on professional or company data, LinkedIn is the richest source available. And the fastest, most reliable way to access it at scale is to work with experts who’ve solved the technical challenges. That’s us.
Why Buy LinkedIn Data From Us?
You could try scraping LinkedIn yourself. Many do. Most fail. Here’s why working with our LinkedIn data extraction services makes more sense:
| Factor | DIY Scraping | Our Service |
|---|---|---|
| Success Rate | 20-40% (blocks, CAPTCHAs, bans) | 95%+ data accuracy |
| Time to Data | Weeks-months to build & debug | Days – often 48-72 hours |
| Technical Expertise | Requires senior developers | Zero technical work required |
| Infrastructure Costs | $500-2,000+/month (proxies, tools) | Included in pricing |
| Maintenance | Constant – LinkedIn changes frequently | We handle everything |
| Data Quality | Raw, messy, needs cleaning | Clean, verified, structured |
| Scale | Limited by blocks | Millions of records available |
| Risk | Account bans, IP blocks | We assume all technical risk |
Our Track Record
🎯 Get Your Custom LinkedIn Dataset
Tell us your target criteria – industries, titles, locations, company sizes. We’ll deliver exactly what you need.
Request a Quote →Our Data Quality Guarantee
When you buy LinkedIn data from us, you get more than raw extraction. Every dataset goes through our rigorous quality process:
Data Verification Process
-
Extraction & Validation
We extract data from public LinkedIn pages and immediately validate that all required fields are present and properly formatted. -
Duplicate Removal
Sophisticated deduplication ensures you don’t pay for the same profile or company twice. Clean, unique records only. -
Data Enrichment
We enhance records with additional data points where available – verified emails, phone numbers, company details. -
Format Standardization
Names, titles, locations, and dates are standardized to consistent formats for easy import into your systems. -
Quality Scoring
Each record receives a completeness score so you know which profiles have full data vs. partial information. -
Final Review
Human review of sample records ensures the dataset meets specifications before delivery.
Delivery Options
| Delivery Method | Best For | Included |
|---|---|---|
| CSV/Excel File | One-time projects, small-medium datasets | ✓ All plans |
| JSON Format | Developer integrations, nested data | ✓ All plans |
| Direct Database Delivery | Large datasets, ongoing projects | ✓ Enterprise plans |
| API Access | Real-time data needs, platform integration | ✓ Enterprise plans |
| Scheduled Refreshes | Ongoing monitoring, updated datasets | ✓ Subscription plans |
LinkedIn Datasets We Offer
Here are the most common LinkedIn datasets our clients request. All are customizable to your specific needs:
| Dataset Type | Common Filters | Records Available | Typical Turnaround |
|---|---|---|---|
| Sales Prospect Profiles | Title, industry, company size, location | 1K – 500K+ | 2-5 days |
| Recruiting Candidate Profiles | Skills, experience, education, location | 1K – 250K+ | 2-5 days |
| Company Database | Industry, size, location, growth rate | 1K – 1M+ | 2-7 days |
| Decision-Maker Lists | C-level, VP, Director by industry | 500 – 100K+ | 2-4 days |
| Job Posting Database | Industry, location, seniority, skills | 10K – 5M+ | 1-3 days |
| Competitor Employee Data | Specific company employees & roles | 100 – 50K+ | 1-3 days |
| Industry Talent Mapping | All professionals in specific field | 10K – 500K+ | 3-7 days |
| Event/Conference Attendees | Professionals attending specific events | 500 – 25K+ | 2-5 days |
💰 Transparent Pricing
Pricing depends on dataset size, complexity, and delivery requirements. Most projects range from $500 – $5,000 for one-time extractions. Ongoing subscriptions and enterprise contracts available.
Get a custom quote – no obligation, response within 24 hours.
📞 Ready to Get Started?
Describe your ideal dataset. We’ll confirm feasibility and provide pricing within 24 hours.
Contact Our Team →How to Buy LinkedIn Data: Our Simple Process
Getting your custom LinkedIn database is straightforward. Here’s how we work:
-
Tell Us What You Need
Share your requirements – target profiles, companies, or jobs. Include filters like industry, location, seniority, company size. The more specific, the better. -
We Confirm Feasibility & Quote
Within 24 hours, we’ll confirm we can deliver what you need and provide transparent pricing. No surprises, no hidden fees. -
Sample Delivery (Optional)
For larger projects, we can provide a sample dataset (typically 100-500 records) so you can verify data quality before committing. -
Production & Delivery
Once approved, we begin extraction. Most datasets deliver within 2-7 days depending on size and complexity. -
Quality Check & Handoff
You receive clean, formatted data in your preferred format. We include documentation and are available for questions. -
Ongoing Support (Optional)
Need regular refreshes? We offer subscription plans for ongoing data delivery – weekly, monthly, or quarterly.
LinkedIn Data Use Cases: Deep Dive
Web Scraping LinkedIn Jobs for Market Intelligence
Our web scraping LinkedIn jobs service provides comprehensive labor market intelligence. Companies use this data to:
- Track competitor hiring: Know when competitors are scaling specific teams
- Identify skill demand trends: See which skills are appearing more frequently in job posts
- Benchmark compensation: Analyze salary ranges by role, location, and seniority
- Spot market opportunities: Find underserved talent markets or emerging job categories
- Forecast expansion: Hiring patterns often signal company expansion plans
💼 Example Delivery: A staffing agency ordered a LinkedIn job posting dataset covering all software engineering roles posted in Texas over 90 days. We delivered 47,000 unique job postings with full details including company info, requirements, and compensation data. They used this to identify which companies were hiring most aggressively and adjusted their candidate sourcing accordingly.
LinkedIn Company Dataset for Competitive Analysis
Our LinkedIn company dataset offerings help businesses understand their competitive landscape:
- Market mapping: Identify all companies in your space by industry, size, location
- Growth tracking: Monitor employee count changes over time
- Leadership analysis: Know who runs competitor organizations
- Technology signals: Analyze which technologies competitors use (from employee skills)
- M&A intelligence: Spot potential acquisition targets or acquirers
🏢 Example Delivery: A venture capital firm needed LinkedIn company datasets for all B2B SaaS companies with 50-500 employees in North America. We delivered data on 8,400 companies including growth rates, leadership profiles, and hiring trends. This powered their deal sourcing and competitive mapping.
Buy LinkedIn Profile Data for Sales Prospecting
Sales teams buy LinkedIn profile data to build targeted outreach lists:
- Decision-maker targeting: Get profiles of VPs, Directors, C-suite by industry
- Account mapping: Identify all relevant contacts within target accounts
- Personalization data: Use education, interests, recent activity for personalized outreach
- Contact enrichment: Add verified emails and phone numbers to profiles
- Trigger-based lists: People who recently changed jobs, got promoted, etc.
🎯 Example Delivery: A cybersecurity company wanted to buy LinkedIn database of CISOs and IT Security Directors at companies with 1,000+ employees. We delivered 12,500 verified profiles with contact information. Their SDR team reported 3x higher response rates compared to their previous data source.
Data Compliance & Ethical Standards
We take data compliance seriously. Here’s how we ensure our LinkedIn data extraction services operate responsibly:
⚖️ Our Compliance Approach
Public Data Only: We only extract information that is publicly visible on LinkedIn. We do not access private profiles, bypass authentication, or scrape data that requires login access.
No Personal Sensitive Data: We focus on professional information – job titles, work history, skills, company affiliations. We avoid collecting sensitive personal data beyond what’s professionally relevant.
Client Responsibility: Clients are responsible for using data in compliance with applicable laws including GDPR, CCPA, and CAN-SPAM. We provide data; you ensure compliant usage.
Recommended Use Guidelines
- B2B outreach: Using professional data for legitimate business communications is generally acceptable
- Market research: Aggregated analysis of professional data is standard practice
- Recruiting: Using public profile data for recruiting purposes is LinkedIn’s intended use case
- Honor opt-outs: Respect unsubscribe requests and do-not-contact preferences
- No spam: Use data for targeted, relevant outreach – not mass unsolicited messaging
Frequently Asked Questions
🚀 Ready to Buy LinkedIn Data?
Get a custom quote for your specific requirements. Response within 24 hours. No obligation.
Get Your Free Quote →Get Started Today
LinkedIn holds the world’s most comprehensive professional database – 950 million profiles, 63 million companies, millions of job postings. Whether you need to buy LinkedIn profile data for sales, acquire LinkedIn company datasets for market research, or access LinkedIn job posting datasets for competitive intelligence, we deliver exactly what you need.
Our LinkedIn data extraction services eliminate the technical headaches of DIY scraping. No blocked accounts, no failed extractions, no months of development time. Just clean, accurate, ready-to-use data delivered on your timeline.
The companies winning in B2B sales, recruiting, and market research aren’t manually searching LinkedIn one profile at a time. They’re working with data partners who can deliver thousands or millions of records with the click of a button. That’s what we offer.
📬 Contact Us Now
Email: hello@xwiz.io
Phone: +91-83850-82184
Contact Form: xwiz.io/contact-us
Response Time: Within 24 hours
Tell us what you need. We’ll make it happen.
