Product Managers: Fix Your Structured Data for AI Visibility
How product managers can identify and solve the problem of structured data not being read by ai. Role-specific strategies and action items.
프로덕트 매니저에게 이 문제가 중요한 이유
For Product Managers, you've implemented structured data but AI systems still don't understand your content properly. Here's how to fix it. This directly impacts your ability to succeed in your role as AI becomes a primary discovery channel.
프로덕트 매니저가 인지해야 할 징후
Structured data isn't reflected in AI responses
Schema markup efforts aren't improving AI visibility
Rich results don't translate to AI understanding
JSON-LD implementation isn't effective for AI
프로덕트 매니저를 위한 해결 방안
프로덕트 매니저에 맞춘 전략:
Validate all schema with Google's Rich Results Test
Ensure schema data exactly matches visible content
Use complete schema with all recommended properties
Place JSON-LD in the <head> or end of <body>
Implement @graph structure for multiple schema types
Add sameAs properties to connect your brand across platforms
프로덕트 매니저를 위한 실행 항목
다음 구체적인 단계부터 시작하세요:
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