Your Outdated Content Lives Forever in AI Search: Here's How To Manage It

Your Outdated Content Lives Forever in AI Search: Here's How To Manage It

Marketing teams are tackling 'content debt'—the accumulation of outdated, inaccurate assets—by implementing continuous maintenance, strategic audits, and quality-focused metrics to ensure AI-generated answers remain accurate and trustworthy.

How To Build Marketing Judgment Without Producing Clones

Robert Rose argues that relying too heavily on AI or prescriptive mentors creates formative debt, urging marketers to develop their own judgment through deliberate practice and questioning instead.

12 Expert Ideas For Finding B2B Creators Who Drive Results

Expert marketers explain why B2B success depends on partnering with authentic subject matter experts and loyal customers rather than chasing high follower counts to drive genuine business results.

What Your B2B Sales Team Wishes You Knew

Marketing often focuses on top-of-funnel attraction, but sales professionals reveal that true deals are won through relationships, trust, and supporting buyers throughout the complex middle of the process.

You Can't Solve Content Debt If You're Drowning in Formative Debt

Robert Rose argues that relying on AI instead of doing the foundational work hinders the development of human judgment, creating 'formative debt' that undermines long-term marketing success and expertise.