What we can and cannot verify about AI search

A lot of GEO advice is inference dressed up as measurement. Here is what we can actually observe, what we infer, and where we think the honest limits are.

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What we measure

Model outputs for a defined question set, tracked over time.

What we infer

Why those outputs changed. This is inference, and we label it as such.

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