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

Cited source

A cited source is a page or domain that an answer engine links to when answering a question. In most categories a small group of sources accounts for the majority of citations, and that group decides which brands get recommended.

In more detail

Which sources dominate varies sharply by category. Software questions tend to pull from review sites, documentation and community threads; health and finance questions pull from established publishers.

How Allswap measures this

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