CMO 가이드
CMO×
구조화된 데이터가 AI에 의해 읽히지 않음

CMOs: Fix Your Structured Data for AI Visibility

How cmos can identify and solve the problem of structured data not being read by ai. Role-specific strategies and action items.

CMO에게 이 문제가 중요한 이유

For CMOs, 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.

CMO가 인지해야 할 징후

1

Structured data isn't reflected in AI responses

2

Schema markup efforts aren't improving AI visibility

3

Rich results don't translate to AI understanding

4

JSON-LD implementation isn't effective for AI

CMO를 위한 해결 방안

CMO에 맞춘 전략:

1

Validate all schema with Google's Rich Results Test

2

Ensure schema data exactly matches visible content

3

Use complete schema with all recommended properties

4

Place JSON-LD in the <head> or end of <body>

5

Implement @graph structure for multiple schema types

6

Add sameAs properties to connect your brand across platforms

CMO를 위한 실행 항목

다음 구체적인 단계부터 시작하세요:

Run test queries on ChatGPT, Claude, and Perplexity to assess current visibility

Add AI visibility metrics to your marketing dashboard this week

Brief your content team on AI-optimized content creation

Schedule quarterly AI visibility audits

Review robots.txt configuration with your technical team

CMO로서 이 문제를 해결하는 데 도움이 필요하신가요?

귀하의 역할에 맞춤화된 구조화된 데이터가 AI에 의해 읽히지 않음 해결을 위한 전문 가이드를 받아보세요.