Content Managers: Stop AI from Recommending Discontinued Products
How content managers can identify and solve the problem of ai recommends discontinued products. Role-specific strategies and action items.
Content Managers Context and Priorities
Common Challenges for Content Managers
Traditional content best practices don't account for AI
Content volume needed for AI authority is significant
Measuring content performance in AI is difficult
Balancing human readability with AI optimization
What Content Managers Need to Prioritize
Develop AI-optimized content templates and guidelines
Structure content for easy AI parsing and citation
Create comprehensive topical coverage
Maintain content freshness with regular updates
Why This Matters for Content Managers
For Content Managers, aI systems are recommending products or services you no longer offer, frustrating potential customers. Learn how to clean up your AI presence. This directly impacts your ability to succeed in your role as AI becomes a primary discovery channel.
Signs Content Managers Should Recognize
AI recommends products you've sunset or discontinued
Users ask about features from deprecated versions
Old product names appear in AI recommendations
AI doesn't know about your latest product lineup
Solutions for Content Managers
Strategies tailored for content managers:
Redirect discontinued product pages to current alternatives
Create 'product sunset' announcements with migration paths
Update all references to discontinued products
Add 'discontinued' notices and alternatives to old pages
Build authority for current products with fresh content
Contact external sites to update their information
Action Items for Content Managers
Start with these concrete steps:
Audit top 10 pages for AI-friendly structure
Create a content brief template with AI optimization checklist
Add clear definitions and summaries to key content
Include specific statistics and data points AI can cite
Set up a content refresh calendar for evergreen pieces
Helpful Resources
Content Managers Guide
Complete guide for content managers