FBI Press Releases

App Store Reviews

Google Play Store Reviews

UMass Amherst Child Safety Data

Pew Research Studies

U.S. Census Data

Who We Work With

Cybersecurity Companies

  • Enrich threat detection models with real child safety data
  • Power parental control and monitoring products
  • Strengthen content filtering and classification algorithms
  • Improve risk scoring engines with ground-truth datasets

Cybersecurity Research Firms

  • Access unique datasets unavailable through public sources
  • Support peer-reviewed studies on child online safety
  • Benchmark existing tools against real-world threat data
  • Identify emerging patterns and threat vectors targeting minors

Technology & Product Companies

  • Integrate safety signals into consumer-facing platforms
  • Train machine learning models for harmful content detection
  • Meet regulatory compliance requirements with verified data
  • Build child-safe features backed by evidence

Ready to Access Our Data?

Join the companies and cybersecurity researchers already using Defend All Kids LLC data to build tools that protect children online. Reach out to discuss licensing options.