Author: Ava Patterson

Wunderkind and Cordial resolve anonymous traffic differently — here’s how to evaluate identity-resolution layers before you commit budget.

AI shopping agents read schema markup, not brand copy. Here’s why structured data now determines whether your products get bought or ignored.

Sitefinity’s Generative CMS award signals a shift toward AI-managed content lifecycles — and new governance risks brands must plan for now.

How marketing ops teams should evaluate AI-native CRM predictive models, comparing point solutions against integrated suites on accuracy, cost, and risk.

A technical framework for comparing AI-native CRM predictive models, helping marketing ops choose between point solutions and integrated suites.

A practical technical guide to first-party server-side data capture for identity resolution as third-party cookies disappear.

Multimodal generative AI promises one brief, four outputs — but brands need a framework to judge quality, cost, and compliance risk before scaling it.

HelloFresh-style ML models predict customer lifetime value in real time, letting brands shift creator spend before campaigns underperform.

A hands-on comparison of Affable and Traackr on conversion tracking, attribution, and workflow — not just discovery and reporting.

#paid, Grapevine Village, and The Cirqle diverge sharply on conversion attribution — here’s which one actually proves sales impact.