CTOs & Tech Leaders: Fix Your Structured Data for AI Visibility
How ctos & tech leaders can identify and solve the problem of structured data not being read by ai. Role-specific strategies and action items.
CTO & 기술 리더에게 이 문제가 중요한 이유
For CTOs & Tech Leaders, 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.
CTO & 기술 리더가 인지해야 할 징후
Technical implementation of schema isn't helping AI
JSON-LD placement or structure may be incorrect
Schema types don't match AI system expectations
Structured data coverage is incomplete
CTO & 기술 리더를 위한 해결 방안
CTO & 기술 리더에 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
CTO & 기술 리더를 위한 실행 항목
다음 구체적인 단계부터 시작하세요:
Audit robots.txt across all properties for AI crawler access
Implement JSON-LD structured data standards
Add AI crawler monitoring to observability stack
Ensure SSR/SSG for content pages (not client-only)
Create technical documentation for AI optimization