Search Engine Marketing

AI search adoption isn’t equal and income is driving the divide

Everyone is talking about AI search as if it’s already universal — as if we’ve collectively moved on, users have shifted and discovery has changed for everyone. But the reality is far less straightforward. While AI search is growing fast, it isn’t being adopted evenly. The gap is increasingly shaped by something we don’t often […]

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How To Measure PPC Performance When AI Controls The Auction via @sejournal, @brookeosmundson

Measure PPC performance in 2026 with AI-driven auctions, smarter attribution, profit-based metrics, and reporting frameworks built for Google Ads automation and AI search. The post How To Measure PPC Performance When AI Controls The Auction appeared first on Search Engine Journal.

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How AI Chooses Which Brands To Recommend: From Relational Knowledge To Topical Presence via @sejournal, @Dixon_Jones

Research on language models reveals how brands win or lose in AI-generated recommendations based on association strength. The post How AI Chooses Which Brands To Recommend: From Relational Knowledge To Topical Presence appeared first on Search Engine Journal.

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Maddie Lightening speaks on misreported ROAS, account structure chaos & AI mistakes

Maddie Lightening, head of paid media at Hallam, joined me to talk through the mistakes, lessons and mindset shifts that have shaped her career in PPC. With more than a decade of experience across search, social, programmatic, digital out of home and ABM, she shared a candid look at the realities of leading paid media

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