Product Managers: Stop AI from Recommending Discontinued Products
How product managers can identify and solve the problem of ai recommends discontinued products. Role-specific strategies and action items.
Product Managers Context and Priorities
Common Challenges for Product Managers
Product documentation isn't optimized for AI
Feature differentiation gets lost in AI summaries
Competitors appear in AI recommendations instead
Technical content is hard for AI to parse
What Product Managers Need to Prioritize
Ensure product positioning is AI-comprehensible
Optimize product documentation for AI indexing
Create clear feature comparison content
Work with marketing on AI visibility strategy
Why This Matters for Product Managers
For Product 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 Product 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 Product Managers
Strategies tailored for product 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 Product Managers
Start with these concrete steps:
Test how AI describes your product (ask "What does [Product] do?")
Write explicit product definitions for key pages
Create a product FAQ covering common questions
Add Product or SoftwareApplication schema
Schedule monthly AI description audits
Helpful Resources
Product Managers Guide
Complete guide for product managers