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.

Prompts and buyers

Funnel stage

A funnel stage is where a question sits in the buying journey — discovery, comparison, objection or decision. Being named at the decision stage is worth considerably more than being named at discovery.

In more detail

Scoring stages separately is what makes a visibility figure actionable. Strong discovery numbers with room at the decision stage points at a specific, workable gap.

How Allswap measures this

Guides that cover this

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