Measure PPC value beyond clicks with conversion tracking, impression signals, and business records that help validate attribution as buying journeys move into AI.

The post How Do I Measure And Attribute When Clicks Only Tell Part Of The Story? – Ask A PPC appeared first on Search Engine Journal.

Google launches Meridian GeoX globally, giving marketers new ways to run geo experiments and bring incrementality results into marketing mix modeling.

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Modeled data now fills the gaps left by signal loss, and mistaking estimates for measurements can lead to costly budget misallocation.

The post When Attribution Looks More Precise Than The Data Behind It appeared first on Search Engine Journal.

TransUnion's survey of 100 marketing leaders shows AI search blind spots mirror walled garden measurement gaps. Frame GEO as a company-wide problem to get funded.

The post What TransUnion’s AI Research Reveals About How Brands Actually Get Cited appeared first on Search Engine Journal.

AI's impact outpaced our ability to measure it in H1 2026. Indig's citation data, agent share shifts, and the intelligence-versus-agency split explain what changes next.

The post AI’s Impact Is Outrunning Measurement: The Trust And Attribution Gap Facing Brands appeared first on Search Engine Journal.

Citations, sentiment, and LLM referral traffic make poor KPIs. Here are the AI visibility metrics that actually connect to leads, pipeline, and revenue.

The post AI Visibility Measurement: What To Track & What To Ignore appeared first on Search Engine Journal.