Browsing: AI

45% of marketing leaders say AI agents underdeliver — the root cause is almost always broken, siloed, or unstructured data, not the model.

Why brands blending creator attribution and incrementality testing outperform those chasing last-click credit alone.

We tested Vendasta’s autonomous AI social media manager against real SMB workflows to see if it can replace a marketing hire.

Why brands are building AI model registries to track which tool touched every asset, cutting legal, brand, and compliance risk.

AI marketing adoption is nearly doubled, but scattered customer records are quietly capping the ROI brands expected to see.

Ask Ad Manager is inching toward autonomous execution. Here’s what still needs a human, and where governance gaps expose budgets to risk.

A practical blueprint for unifying AI chat, voice, and visual search signals with purchase data into one identity resolution stack.

A practical decision tree for routing marketing tasks to GPT-5, Gemini, or Claude based on cost, speed, and hallucination risk.

Agentic commerce risk management is the CMO’s new job description: govern AI purchasing agents before they spend your budget without asking.

A seven-layer blueprint for building an AI-ready marketing operating system that scales toward agentic maturity without breaking governance.