How visible is your brand in AI, and how do you measure it at scale? | MMA / Marketing + Media Alliance
The Great Debates

How visible is your brand in AI, and how do you measure it at scale?

AI-driven search changes visibility from “Did we rank?” to “Are we included, cited, summarized, or recommended in the answer?” That matters because customers may now form consideration sets inside an AI response before ever visiting a website. The central debate is whether brands can build a reliable, scalable view of their presence across prompts, platforms, competitors, and customer contexts.

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Jul 30, 2026 Global
Dr. Michael Pettiette Dr. Michael Pettiette Program Director, Marketing + Media Alliance (MMA) Marketing Org Strategy Think Tank, Faculty Member, University of Houston
Justin Inman Justin Inman Founder & CEO, Emberos
Sarah Warzecha Sarah Warzecha Sr. Director, Enterprise Digital Marketing Technology, Brunswick Corporation
Brian Jolson Brian Jolson Executive Director, Search & Omnichannel Analytics, CVS Health
Lauren Pasquale Bartlett Lauren Pasquale Bartlett CMO, Ingenovis Health
Dr. Kartik Hosanagar Dr. Kartik Hosanagar John C. Hower Professor of Technology and Digital Business, The Wharton School

AI-driven search changes visibility from “Did we rank?” to “Are we included, cited, summarized, or recommended in the answer?” That matters because customers may now form consideration sets inside an AI response before ever visiting a website. The central debate is whether brands can build a reliable, scalable view of their presence across prompts, platforms, competitors, and customer contexts.