gmail-users-dataset / README.md
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metadata
license: cc-by-4.0
language:
  - en
tags:
  - market-intelligence
  - b2b
  - lead-generation
  - email-marketing
  - business-data
  - targeted-email-list
size_categories:
  - n<1K
task_categories:
  - tabular-classification
  - tabular-regression
pretty_name: Gmail Users Email List — Market Intelligence Dataset

Gmail Users Email List — Market Intelligence Dataset

50,000,000 verified Worldwide contacts are available from LeadsBlue →. This open dataset provides the aggregate market intelligence behind that database — contact volume, benchmark open/reply rates, send timing, and compliance for the Worldwide segment.

At a glance: Market-intelligence reference data for the Gmail Users Email List audience — population scale, decision-maker structure, channel benchmarks, and compliance notes drawn from LeadsBlue's B2B data operations.

Key figures

Metric Value
Verified contacts in segment 50,000,000
Geography Worldwide
Industry verticals benchmarked 14
License CC BY 4.0

📥 Get the full Gmail Users Email List — individual verified business records, ready to use: Download from LeadsBlue →

Market overview

This dataset describes the Worldwide business-email segment, comprising 50,000,000 verified business contacts in LeadsBlue's database. It provides segment-level scale, cross-industry outreach benchmarks, and channel timing for teams planning business outreach to Worldwide. Benchmark rates below are drawn from LeadsBlue's cross-market cold-email performance study.

Files in this dataset

File Contents
data/market_overview.csv Segment-level metrics: contact volume, benchmark rates, send timing
data/industry_benchmarks.csv Open/reply benchmarks across 14 industry verticals
data/compliance.csv Regulatory framework, business culture, decision-maker profile, hubs

Methodology

Figures are aggregated and anonymized from LeadsBlue's verified contact operations and public business-registry baselines. No personal records are included in this dataset — only segment-level statistics.

How to cite

LeadsBlue Research. (2026). Gmail Users Email List — Market Intelligence Dataset. Derived from the B2B Cold Email Benchmark Report 2026 (https://doi.org/10.5281/zenodo.20136256). CC BY 4.0. Source: https://leadsblue.com

@dataset{leadsblue_gmail_users_dataset_2026,
  author    = {Johnson, Luther},
  title     = {Gmail Users Email List -- Market Intelligence Dataset},
  year      = {2026},
  publisher = {LeadsBlue Research},
  doi       = {10.5281/zenodo.20136256},
  url       = {https://leadsblue.com/leads/gmail-users-email-list-sales-leads-database/}
}

Source & full dataset

This aggregate dataset is published by LeadsBlue Research. The full verified targeted email list — with individual business contact records — is available at Gmail Users Email List.

Related resources: Benchmark report (Zenodo) · Research hub · Interactive tools