Browsing: Marketers

Marketing has always had a measurement gap. Dark social, word-of-mouth, a podcast mention that sparks a wave of branded search—none of these show up cleanly in a dashboard. Teams have always learned to adapt with incomplete data, fill in the gaps with proxies, and make do. Generative Engine Optimization (GEO) attribution feels familiar, but with…

This is an excerpt from our Modern Retail+ Research report “The marketers’ 2026 guide to a shifting CTV landscape, including YouTube, Peacock and Roku,” which analyzes the ad-supported streaming landscape and its role in marketers’ playbooks. The report is based on a survey of 125 brand and agency professionals, as well as individual interviews with…

The marketing teams gaining ground in international markets are not necessarily increasing their budgets. They are allocating resources with greater precision, and much of that precision now comes from AI marketing tools integrated into campaign planning, audience targeting, and performance analysis. This shift is particularly significant for exporters, manufacturers, and B2B sellers operating on Alibaba.com,…

Black Friday and Cyber Monday represent one of the biggest opportunities—and one of the greatest operational tests—for ecommerce and retail brands. In 2024, U.S. online spending on Black Friday reached $10.8 billion, while global Cyber Week spending totaled $315 billion. With this level of demand concentrated into a short period, even small weaknesses in tracking,…

You can see the input, the model version, the retrieved context, the policy check, the tool call, the approval state, and the final action. The record is complete. Every layer that was supposed to log something logged something. It proves, beyond dispute, that your AI did exactly the wrong thing — in an email that…