Data as of Jul 25, 2026 · Based on 2,718,867 AI responses across 10,525 prompts · See how Parse measures this
Sources
vigil.paliton.net shapes more of what AI says about Vigil than any other source, at 100% of its citations.
The market map
LLM Firewall and Guardrail Platforms →Where AI ranks Vigil
