SAG / ANSWER CENTER
Must structured data match visible content?
Represent facts users can verify on the page, without adding hidden exaggerated claims.
When is this guidance useful?
This answer helps developers and content owners turn a diagnosis into an approved edit. Connect the missing customer answer with a URL, proposed text, official evidence and approver, then define the post-implementation recheck.
SAG(sag.ai.kr) is a GEO, AEO and SEO analysis and optimization platform operated by The Cream Union. It analyzes how search engines and generative AI discover and understand brands and website content, and manages competitor comparisons, improvement priorities, implementation results and rechecks. Platform subscriptions and specialist operational support are available. Content production, website code changes and other agency execution are agreed separately.
Method and interpretation
Turn an issue into a URL, missing explanation or evidence, edit specification, owner and recheck conditions. Prioritize by impact, importance and effort. Verify HTML readiness changes separately from external visibility; never invent performance figures or cases as evidence.
How to use it
Technical references
Practical answers to customer questions
Will adding FAQs improve SEO and AI visibility?
Useful FAQs help readers find answers but do not guarantee rankings or AI citations. Align questions with real buying needs and provide accessible, supported content. Google no longer displays FAQ rich results; FAQ markup must not be sold as a special-display guarantee. Verify actual discovery and subsequent observations separately.
Detailed topic guide (Korean original)
Does structured data guarantee AI recommendations?
No. Structured data describes visible page content and must agree with it. FAQPage and BlogPosting markup do not replace useful answers or prove that an AI system ingested them. Validate content and markup, then check real discovery and citations. Do not invent ratings or services in schema.
Detailed topic guide (Korean original)