Every major brand now tracks its “AI visibility.” Most are doing it wrong. If your dashboard builds on scraped or resold data, it’s describing a memory of the market—not the market itself. AIVO Standard measures live assistant behavior through authenticated API recalls, because visibility drift has become a measurable financial risk, not a technical curiosity.