Product Managers: Get Cited More Often by AI Assistants
How product managers can identify and solve the problem of low citation rate in ai responses. Role-specific strategies and action items.
Why This Matters for Product Managers
For Product Managers, aI mentions your category but rarely cites your specific content or brand. Increase your citation frequency with these strategies. This directly impacts your ability to succeed in your role as AI becomes a primary discovery channel.
Signs Product Managers Should Recognize
Your expertise isn't being cited by AI
AI discusses relevant topics without referencing you
Competitors get citations you should be getting
Content quality doesn't translate to AI citations
Solutions for Product Managers
Strategies tailored for product managers:
Publish original research with specific statistics
Create quotable data points and findings
Structure content with clear, citable statements
Build domain authority through quality backlinks
Write definitive guides that become go-to resources
Include specific numbers, percentages, and findings
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