Four data categories
People Profiles
Professional identities, employment history, skills, education, and career trajectory
600M+ records · 200+ countries
Company Data
Industry classification, headcount, hiring signals, headquarters, and descriptions
200M+ records · all major markets
Creator Profiles
YouTube, TikTok, and Instagram — subscriber counts, engagement, categories, contact
1B+ profiles · YouTube, TikTok, Instagram
Reviews & Ratings
G2, Glassdoor, Capterra, Clutch — structured review data for intelligence and NLP
100M+ reviews · verified sources
Browse all 18+ datasets → Request a free sample
Data at a glance
600M+
People profiles
200M+
Company records
1B+
Creator profiles
100M+
Reviews & ratings
Request a free sample Or get started free →
Extract
Extractor Marketplace
500+ pre-built extractors for any website. Point, click, run — no code required
REST API
Query any dataset or trigger any extractor programmatically. Full docs and SDKs
Deliver
Dataset Marketplace
Ready-made datasets. Download once or subscribe to scheduled refresh feeds
Integrations & Delivery
S3, GCS, SFTP, Zapier, webhooks. Data lands where you need it automatically
Need it done for you?
Managed Data Extraction
Tell us the website, the data fields, and the frequency. We handle everything — architecture, proxies, anti-bot, and delivery. Clean data on schedule, no platform required.
See Managed Extraction →
What we do
Any public website, any scale
Give us a target site and requirements. We extract, clean, and deliver structured data on a schedule you define — no infrastructure needed on your side
We handle the hard parts
Anti-bot bypass, CAPTCHA solving, browser fingerprinting, JavaScript rendering, proxy rotation, and schema design — all managed by our team
Delivered to your pipeline
Real-time API, scheduled files, or webhooks. Data lands in S3, GCS, SFTP, or your destination of choice — on the cadence you need
Dedicated account manager
A named person on every project. They handle onboarding, monitor delivery, and respond to issues the same day
Explore managed extraction → 💬 Message us on WhatsApp
How it works
1
Tell us your requirements
Target sites, data fields, delivery format, and refresh frequency. A 20-minute call is usually enough to scope.
2
We build and test
Our team builds the extractors, validates against your schema, and delivers a sample for your approval before going live.
3
Data arrives on schedule
Continuous delivery with monitoring. Your dedicated account manager handles any site changes or issues.
Get started
Book a discovery call 💬 Message us on WhatsApp
B2B & Sales
AI SDR Platforms
People and company data for automated prospecting, personalisation, and AI-driven outreach sequences
Sales Intelligence
LinkedIn profiles and company data as a full enrichment layer for account intelligence and CRM tools
AI Recruiting Platforms
Candidate profile data for sourcing engines, skills-based matching, and AI-powered recruiting tools
AI & Model Training
Training data, RAG pipelines, and agent enrichment. Schema-consistent records ready for ingestion
Creator & Influencer
Influencer Marketing Platforms
Creator discovery, audience analytics, and campaign management tools built on YouTube, TikTok, and Instagram data
Creator Discovery Tools
Search and filter 200M+ YouTube channels and 100M+ TikTok profiles by niche, follower tier, engagement, and location
Creator Intelligence
Engagement benchmarks, subscriber growth trends, SEO scores, and contact emails across all major platforms
Travel Intelligence
Rate Parity Monitoring
Track hotel and airline pricing across OTA and direct channels. Detect parity breaches in real time
Competitive Rate Intelligence
Monitor competitor pricing across target routes and properties. Feed directly into revenue management systems
OTA Aggregation
Normalised pricing and availability data across 19+ OTAs and brand sites. One schema, all sources
Reviews Intelligence
Competitive Intelligence
Monitor competitor ratings, review trends, and sentiment shifts across G2, Glassdoor, and Capterra
Voice of Customer
Structured review data for NLP, sentiment modelling, and product intelligence at scale
Employer Intelligence
Track employer sentiment, interview experience, and culture signals across Glassdoor and Clutch
The data layer for AI platforms
For Platform Builders
Scale, fill rates, custom schema, and flat file delivery. Built for teams embedding structured data inside their own product.
600M+ people · 200M+ companies · 200M+ creator profiles
Platform types we work with
AI SDR Platforms
People and company data for automated prospecting and AI-driven outreach
AI Recruiting Platforms
Candidate profile data for sourcing engines and skills-based matching tools
Influencer Marketing Platforms
Creator profile data across YouTube, TikTok, and Instagram for discovery and analytics tools
Sales Intelligence Platforms
Enrichment layers, account intelligence, and buying signal tools for GTM teams
Signal Intelligence Platforms
Review and rating data signals for reputation, voice-of-customer, and buying-signal tools
See all platform use cases → Request a free sample
Why platform builders choose us
95%+
Average fill rate on core fields
50+
Fields per record
90day
Standard refresh cycle
$500
Per website build for managed extraction
Request a free sample View platform data page →
Learn
Blog
Data guides, use case walkthroughs, and product updates
Customer Stories
How teams at Oliver Wyman, CreatorIQ, and Fornova use our data
Build
Data Dictionary
Fields, real fill rates, and country coverage for every dataset
API Documentation
Full reference docs, endpoints, authentication, and code examples
Integrations
Connect to S3, GCS, SFTP, Zapier, webhooks, and more
Support
Help Centre
Documentation, how-to guides, and troubleshooting
Contact Us
Email, WhatsApp, or book a call with our team
WebAutomation
Pricing
Get started free
Home›Datasets›People & Professional Data
People & Professional Data

680M+ LinkedIn profiles,
ready to deliver.

Structured public profile data covering professionals across 200+ countries — used for enrichment, prospecting, talent sourcing, and AI training.

Download Free Sample Book a Demo
No infrastructure needed
Custom subsets available
CSV, JSON, or API
Dataset at a glance
680M+
Profile records
200+
Countries covered
50+
Fields per record
Data Freshness
Rolling updates · Last refresh Q4 2026
Download Free Sample Talk to Sales Contact us
No commitment required
Use Cases
Who buys this dataset
01

Sales Intelligence & Lead Gen

Enrich CRM records with current titles, employer history, and seniority. Build prospect lists filtered by role, industry, company size, and location.

02

Talent Sourcing & Recruiting

Source candidates at scale without manual LinkedIn searches. Filter by skills, education, location, and career trajectory.

03

Workforce & Market Research

Track hiring trends, employee movement, and talent concentration by region, function, or industry vertical.

04

AI Model Training

Large-scale structured professional data for NLP models, entity resolution, and career path prediction tools.

05

CRM & Data Enrichment

Match and enrich existing contact databases with fresh LinkedIn data — headline, employer, location, and skills.

06

Alternative Investment Research

Monitor employee growth and attrition at public companies as a leading signal for financial analysis and due diligence.

Data Schema
What's in each record

Every record is structured and ready to join against your CRM, data warehouse, or enrichment pipeline.

 LinkedIn Profiles Dataset — field reference
FieldTypeDescriptionCoverage
full_namestringFull name as shown on public profile99%+
profile_urlstringPublic LinkedIn profile URL100%
headlinestringCurrent professional headline95%+
locationstringCity, region, and country90%+
current_employerstringCurrent company name88%+
job_titlestringCurrent job title87%+
employment_historyarrayPast roles, companies, and date ranges75%+
industrystringSelf-declared industry category80%+
skillsarrayListed skills and endorsements70%+
educationarraySchools, degrees, and graduation years72%+
connections_countintegerNetwork size (where public)60%+
profile_idstringUnique profile identifier100%

Coverage = percentage of records with that field populated. Download sample to inspect full schema →

Delivery
How we deliver

We work around your infrastructure, not the other way around.

📦
Full dataset

Complete records as a bulk file in your preferred format.

🔦
Custom subset

Filtered by any field in the schema.

🔄
Scheduled refresh

Weekly or monthly delta updates.

⚡
API access

Real-time access against specific identifiers.

Formats
Fits your existing stack

Delivered in whatever format your pipeline accepts.

🗃
CSV / TSV

Flat file for Excel, Python, or any data tool.

{ }
JSON / JSONL

Nested records for databases or pipelines.

☁️
S3 / GCS / SFTP

Direct drop into your cloud storage or warehouse.

FAQ
Common questions
How fresh is the data?
The full dataset was last refreshed Q4 2026. We offer rolling update subscriptions with weekly or monthly delta files so your records stay current.
Can I get a subset rather than the full 700M?
Yes — most buyers take a custom subset. Tell us the industries, job functions, seniority levels, or geographies you need and we'll scope and price accordingly.
Is this data compliant to use?
The dataset is compiled from publicly available LinkedIn profile data. We recommend buyers consult their legal team on use case compliance, particularly for GDPR-regulated markets.
How do I get a sample before committing?
We provide a free sample of 1,000 records so you can inspect the schema, field coverage, and data quality before any purchase decision.
What's the minimum purchase?
There's no fixed minimum — we work with buyers from focused subsets through to full dataset licences. Contact us and we'll scope what makes sense for you.

Ready to see what's inside?

Download a free 1,000-record sample or talk to us about a custom subset for your use case.

Download Free SampleBook a Demo