AI is already shaping how customers discover and choose products. Understand why AI recommends one product over another. Study how AI evaluates your brand across customer decision scenarios.

Measurement

Competitive set

A competitive set is the group of brands an answer engine treats as alternatives to yours. It is read from the answers themselves rather than chosen, so it often includes companies a sales team would not have listed.

In more detail

Discovering the set from real answers matters, because share of voice is only meaningful when the denominator reflects who engines actually name.

How Allswap measures this

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