On Belay

Notes on AI visibility

How AI assistants decide which brands to name and which pages to credit — with the measurements, who took them, and what they do not prove. We separate retrieval from citation every time, because almost every contradiction in this field comes from conflating the two.


Measure it on your own store

On Belay probes five AI engines every week, keeps retrieval and citation apart instead of blending them into one score, and turns the result into a ranked plan. Included in every plan — not a per-seat add-on.

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