January 2026 Data Update

We processed hundreds of millions of records to maintain fresh, accurate, and complete datasets.
Here's what changed this month:

Data Updates

• Total Records Processed: 640M pages crawled
• Unique B2B Emails: 44.94M high-quality business emails
• Data Quality: 99.94% valid email rate with minimal duplication
• Collection Period: 10 days of continuous web crawling

Overview Statistics

• Total Crawled Pages: 640M
• Unique B2B Emails: 44.94M
• Duplication Rate: 92.98%
• Invalid Email Rate: 0.06%
• Data Collection Period: 10 Days
• Pages Processed: 640 Million Pages in 10 days

Top 10 Domains

• inbox.sourceware.org: 835.96K records
• ville-bagnolet.fr: 530.73K records
• wtcgdynia.com.pl: 453.11K records
• ys99.com: 419.44K records
• nagasawa-mfg.co.jp: 389.36K records
• feedc0de.org: 382.44K records
• tvwatchers.nl: 369.94K records
• jsimlo.sk: 369.15K records
• macrumors.com: 328.69K records
• arrl.org: 324.86K records

Role-Based Email Types

• info@: 155.15M emails
• contact@: 15.18M emails
• sales@: 14.09M emails
• support@: 13.14M emails
• office@: 6.67M emails
• hello@: 6.41M emails
• kontakt@: 3.79M emails
• mail@: 3.62M emails
• service@: 3.46M emails
• contato@: 2.41M emails
• Total Role-Based: 288.37M (45.1% of all emails)

Top 15 Countries

• Generic TLD: 286.55M records
• Russia: 44.88M records
• Germany: 39.91M records
• Poland: 23.31M records
• Italy: 20.77M records
• United Kingdom: 15.27M records
• Czech Republic: 13.83M records
• Netherlands: 12.02M records
• France: 10.67M records
• Brazil: 9.61M records
• Switzerland: 6.79M records
• Australia: 6.60M records
• Sweden: 6.50M records
• Spain: 6.47M records
• Ukraine: 6.44M records

Domain Categories

• Other: 402.12M records
• E-commerce: 72.37M records
• News: 41.24M records
• Blog: 31.16M records
• Education: 23.28M records
• Technology: 17.20M records
• Business: 14.12M records
• Entertainment: 13.21M records
• Government: 12.95M records
• Social: 10.39M records
• Adult: 1.90M records

Email Analysis

• Webmail Domains: 103.13M (22.9% of unique B2B Emails)
• Business Domains: 536.38M (83.9% of total)
• Role-Based Emails: 288.37M (45.1% of all emails)
• File Extension Junk: 406.78K detected and filtered
• Valid Email Rate: 99.94%

Role-based emails include: info@, sales@, support@, contact@, office@, hello@, kontakt@, mail@, service@, and more.

Daily Time Series (Last 10 Days)

• 2025-12-08: 52.23M records
• 2025-12-09: 52.26M records
• 2025-12-10: 49.97M records
• 2025-12-11: 48.41M records
• 2025-12-12: 48.97M records
• 2025-12-13: 50.11M records
• 2025-12-14: 50.85M records
• 2025-12-15: 49.00M records
• 2025-12-16: 49.16M records
• 2025-12-17: 29.94M records

Peak day: December 9, 2025 with 52.26M records processed.

Key Highlights

• Record Quality: Achieved 99.94% valid email rate, our highest ever
• Deduplication Efficiency: 92.98% duplication rate shows effective filtering
• Role-Based Coverage: 288.37M role-based emails identified across all industries
• Geographic Reach: Coverage spans 30+ countries with strong presence in Europe and Asia
• Category Diversity: E-commerce leads with 72.37M records, followed by News and Blog sectors