LinkedIn Data – US Company Intelligence & Hiring Signals • LinkedIn Data Matchable with Job Market Data for Talent, CRM Enrichment & HR Intelligence

LinkedIn Data for Talent Acquisition, CRM Enrichment & Company Insights LinkedIn data is one of the most essential sources of alternative business intelligence — enabling real-time visibility into company growth, hiring behavior, and lead signals. Canaria’s LinkedIn data product delivers structured insights across LinkedIn company data, LinkedIn job postings, and job market trends, verified and enriched with Google Maps metadata. This LinkedIn data product is specifically designed for use cases including talent acquisition, business development, CRM data enrichment, HR intelligence, and company analysis. It empowers organizations to track high-growth companies, hiring signals, employee trends, and location-level expansions — all sourced from LinkedIn and optimized for integration. Use Cases: What Problems This LinkedIn Data Solves Our LinkedIn data helps transform fragmented online business profiles into clean, analyzable signals. Whether you need to enrich CRM records, build a talent pipeline, or score leads by job activity, this product enables precision targeting and faster decision-making. LinkedIn Company Analysis • Identify company size, industry tags, and employee count trends using LinkedIn company data • Monitor company presence through LinkedIn follower growth, location footprints, and job post activity • Benchmark similar companies using standardized LinkedIn data fields and activity metrics • Track changes in business strategy based on real-time LinkedIn job and company page updates Talent Acquisition & HR Intelligence • Discover which companies are actively hiring through LinkedIn job postings • Analyze job title demand, skill trends, and role seniority using normalized job market LinkedIn data • Track employer branding and recruiting momentum across key locations • Use LinkedIn data to identify companies hiring for specific departments or regions Risk Detection & Workforce Insights • Spot slowing hiring momentum using LinkedIn job volume trends • Detect early signs of restructuring or regional downsizing • Cross-reference LinkedIn data with Google Maps to validate real-world branch activity • Compare declared headcount with public-facing recruiting behavior CRM Enrichment & B2B Lead Generation • Enrich company records with verified LinkedIn company data (industry, size, hiring) • Score accounts based on hiring momentum and LinkedIn engagement • Use job postings data to find companies actively hiring for the roles you serve • Identify ideal B2B lead targets based on title trends and LinkedIn hiring signals Why This LinkedIn Data Product Is Different Matchable Across Systems • Our LinkedIn data is designed to integrate with your job market data, CRM tools, BI platforms, and talent dashboards Location Intelligence Included • All LinkedIn company profiles include verified HQs and branches, cross-validated with Google Maps metadata Weekly Updates • Stay current with weekly-updated LinkedIn data streams, covering new companies, job postings, and hiring shifts Taxonomy-Mapped & Clean • Data is normalized into standard LinkedIn company data fields, ready for matching across systems and teams Who Benefits from LinkedIn Data • Talent acquisition platforms and recruiting teams • CRM and RevOps teams enriching lead and account records • Strategy and BI teams monitoring workforce and hiring dynamics • Investment teams tracking company growth and hiring behavior • B2B marketers building lead scoring and account targeting models • HR tech tools offering benchmarking and job market insight Summary Canaria’s LinkedIn Data product delivers enriched, structured, and match-ready business intelligence sourced directly from LinkedIn. By combining LinkedIn company data, LinkedIn job postings, and job market data with location validation via Google Maps, this product enables confident execution across talent acquisition, HR intelligence, CRM enrichment, and company analysis. About Canaria Inc. Canaria Inc. is a leader in alternative data, specializing in job market intelligence, LinkedIn company data, Glassdoor salary analytics, and Google Maps location insights. We deliver clean, structured, and enriched datasets at scale using proprietary data scraping pipelines and advanced AI/LLM-based modeling, all backed by human validation. Our platform also includes Google Maps data, providing verified business location intelligence — such as addresses, coordinates, hours, categories, and ratings — which is fully matchable with our company datasets for powerful geospatial analysis and location-based enrichment. Our AI-powered pipeline is developed by a seasoned team of machine learning experts from Google, Meta, and Amazon, and by alumni of Stanford, Caltech, and Columbia — combining cutting-edge research with enterprise-grade engineering. This foundation enables us to deliver precise, reliable insights that power corporate intelligence, market research, and lead generation at scale. With insights drawn from over 700M job postings, 3M+ company profiles, millions of Google Maps business records, and a growing archive of Glassdoor salary data, we help organizations solve critical challenges in company analysis, valuation, portfolio management, and business intelligence. Why Clients Choose Canaria • Enterprise-Grade Scraping Infrastructure Our scraping engine performs rigorous real-time checks to ensure deduplicated, accurate, and up-to-date company and job posting data. We double-verify results across platforms like LinkedIn, Indeed, and Google Maps. • Annotation-Validated AI Results All AI model outputs are quality-checked by our internal annotation team, ensuring actionable precision across every data attribute. Core AI Models Powering Our Data • Deduplication Model – Removes exact and near-duplicate job postings across different URLs with a ~60% deduplication rate using semantic matching • Title Taxonomy Model – Maps 20M+ raw job titles into 50,000 standardized titles, enabling structured analysis across platforms and sectors • Salary Estimation Model – Predicts salary ranges using company history, industry, location, seniority, and public data (including Glassdoor) • Skill Taxonomy Model – Extracts hard skills, soft skills, certifications, and qualifications, while filtering irrelevant keywords using contextual AI • Job Category Models – Classify roles by seniority level and modality (remote, onsite, hybrid) using LLM-based content analysis Expertise Across Key Domains We specialize in: • Job & skill taxonomy standardization • Salary benchmarking & estimation • Company profiling & firmographic intelligence • Hiring signal tracking & job posting intent data • Location intelligence using Google Maps data • Data enrichment for CRM, ATS, BI, and investment platforms Built for Real-Time Decision-Making Canaria Inc. continues to evolve through dedicated R&D, delivering the most reliable, high-resolution company and workforce datasets — empowering clients across finance, recruiting, HR tech, consulting, and enterprise analytics to make confident, data-driven decisions.