Training Model Detection Generative AI Analysis Open Web Monitoring
Where a web hit becomes a forensic inquiry. When a match is identified, it enters our AI analysis pipeline — assessing whether the content is AI-generated, classifying the likely source model, and connecting to Training Detection for IP provenance analysis. Each step produces documented findings.
The Difference

Web monitoring exists. AI-aware monitoring doesn't.

Brand protection platforms find your content and issue takedowns. They can't tell you if it was AI-generated, classify the source model, or tell you whether that model trained on your IP.

VN fills that gap. Every match runs through our AI analysis and training data detection. A web result becomes a forensic finding.

Detection Intelligence Comparison
Traditional Web Monitoring
✓ Content found ✓ URL logged ✓ Takedown sent ✗ AI analysis ✗ Source model ✗ Training data
VN Open Web Monitoring
✓ Content found ✓ URL logged ✓ Takedown ready ✓ AI analysis ✓ Source model ✓ Training data
Coverage

Continuous scanning across platforms and marketplaces

AI-generated infringement shows up on social platforms, marketplaces, print-on-demand sites, and content farms. We monitor all of them and prioritize by severity and commercial impact.

  • Social platforms including X, Instagram, TikTok, and others
  • Marketplaces including Amazon, Etsy, and print-on-demand services
  • Content platforms including YouTube, DeviantArt, ArtStation, and others
  • AI platforms including model galleries and prompt marketplaces
Scan Activity · Sample Portfolio
Marketplaces
2,847 hits
Social media
4,213 hits
AI platforms
1,104 hits
Content sites
689 hits
AI-generated content (illustrative) Majority of detections
Enforcement

From detection to action, automated or escalated

Not every detection requires the same response. A fan art post is different from a commercial shop selling AI versions of your characters. VN triages by severity, commercial impact, and the best path to resolution.

  • Streamlined DMCA takedown for clear-cut infringement
  • Escalation queue for commercially significant cases
  • Documented evidence packages for legal review
  • Severity and impact assessment to prioritize enforcement decisions
Enforcement Triage
DMCA takedown
Clear infringement, supported platforms
Streamlined
Commercial escalation
Revenue-generating infringement
Review
Evidence package
High-value, documented for legal review
Legal
Get Started

See what's already out there using your IP.

An initial scan of your highest-priority assets across major platforms, with AI analysis on every detection and documented findings for your team.

Schedule a Briefing ← Back: Training Detection