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Methodology · Fractional CMO

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Definition

A conversion funnel is the modeled sequence of steps a prospect takes from first awareness of a brand to completing a desired action — typically a purchase, inquiry, or subscription. It maps the narrowing path from broad audience to converted customer. AI search is entering the conversion funnel at the top and middle stages — awareness, consideration, and research. A brand that is cited in AI responses at the awareness stage (informational queries) and the consideration stage (comparison and recommendation queries) has AI-assisted funnel entries that traditional search optimization does not capture. Understanding where AI search intersects with the conversion funnel helps fractional CMOs and marketing leaders resource AI SEO appropriately and measure its impact on funnel metrics.

Buyer journey mapping

Intent matching

Brand citation rate

Discovery search

Prompt visibility

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