Training Model Detection Generative AI Analysis Open Web Monitoring
Where a web hit becomes a forensic inquiry. Every detection triggers the full analysis pipeline, from AI generation check to source model classification to training data analysis. Web monitoring with forensic intelligence built in.
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 inference. 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: X, Instagram, TikTok, Reddit, Pinterest
  • Marketplaces: Amazon, Etsy, Redbubble, Society6, Teespring
  • Content platforms: YouTube, DeviantArt, ArtStation, Behance
  • AI platforms: Civitai, HuggingFace model galleries, 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 64% 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.

  • Automated DMCA takedown for clear-cut infringement
  • Escalation queue for high-value commercial cases
  • Litigation-ready evidence packages when legal action is warranted
  • Economic impact scoring to support enforcement and litigation decisions
Enforcement Triage
Auto-takedown
Clear infringement, standard platforms
Automated
Commercial escalation
Revenue-generating infringement
Review
Litigation package
High-value, evidence-ready
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.

Schedule a Briefing ← Back: Training Detection