Fix Your Structured Data for AI Visibility
You've implemented structured data but AI systems still don't understand your content properly. Here's how to fix it.
증상
다음과 같은 증상이 나타난다면 이 문제가 있을 수 있습니다:
JSON-LD is on pages but AI doesn't use the information
Rich results work in Google but AI ignores the data
Product details in schema aren't reflected in AI responses
Organization info in schema isn't picked up by AI
주요 원인
이 문제의 일반적인 원인은 다음과 같습니다:
Schema markup has validation errors
Data in schema doesn't match visible page content
Missing required properties in schema types
Schema placed incorrectly in page structure
Using deprecated or incorrect schema types
해결 방법
다음 단계에 따라 이 문제를 해결하세요:
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
예방 팁
이 문제가 재발하지 않도록 예방하세요:
Validate schema after every page update
Use automated testing in your deployment pipeline
Keep schema synchronized with content changes
Follow schema.org guidelines strictly
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