Definition

AI Mirror Test

The AI Mirror Test is a free check that asks real buyer questions across the nine AI surfaces we track today and reports whether the answers name your business.

Why it matters

The loss it measures leaves no trace anywhere else. A buyer who asked an assistant and went somewhere else never appears in your analytics, so without a deliberate check there is nothing to notice.

What it looks like

A plumber running it finds out which surfaces answer "who can fix a burst pipe tonight near me" with somebody else's name.

In PulseLogic

The report prints every question it asked, and a competitor is named only when that name appeared word for word in a real answer. It can reveal a loss; it cannot invent one.

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