Why Marketers Need to Move Beyond Attribution and Embrace Agentic Optimization
Attribution is dead. Marketers deploying agentic systems are already making decisions 10x faster.

Why it matters
As AI agents move beyond dashboards into autonomous decision-making, marketing leaders must rethink how they measure ROI and govern AI-driven budget allocation. This represents a strategic shift in how enterprises view data-driven marketing.
The key facts
5 to knowFocus on agentic optimization vs. traditional attribution models
Shift from backward-looking metrics to forward-decision frameworks
Enterprise marketing governance gap as agents autonomously allocate budget
Published by Salesforce — major CRM/marketing platform provider
Implications for CMO accountability and AI governance in marketing tech
Go to the source
Salesforce Blogsalesforce.com
Publisher excerpt: Your marketing data should do more than explain what happened. It should help you decide what to do next.