Guided Demo

Experience the run.
See the diagnostic in motion.

This intro explains what the demo shows and why it matters. You can jump straight into the practice run or continue reading the diagnostic logic first.

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AI Visibility
42 / 100
Citation PresenceLow
Entity RecognitionFragmented
Structural ConstraintCitation Deficit
Authority Trajectory
Stagnant Visibility · 6 runs
The problem

AI systems now summarize answers. Visibility depends on being cited and recognized, not ranking position.

The measurement

GAVILÁN observes AI responses, extracts evidence, and computes SAIV plus structural signals.

The intelligence

Signals become constraints, trajectory, and diagnostic interpretation — not optimization playbooks.