Which JSON-LD schema types matter most for a service-based local business?

LocalBusiness (or a more specific subtype), Service, and Person for named experts are the core three, supplemented by Review or AggregateRating where genuine reviews exist and FAQPage where the content genuinely answers distinct questions.

Can incorrect or outdated JSON-LD actively hurt AI visibility, or is it just neutral if unused?

It actively hurts. A model treats structured data as an authoritative claim, so stale hours, an old address, or a mismatched business name in JSON-LD can get repeated by an assistant as fact, actively misinforming customers rather than simply failing to help.

Do you need JSON-LD on every page, or just the homepage?

Every page should carry markup relevant to its own content — a service page should declare its own Service entity, not just repeat homepage Organization data — since models and crawlers evaluate pages individually, not the site as a single block.

加拿大日會第四 — 55% 全月折扣 · 代碼 JULY55

学习 · AI 可见性的机制

JSON-LD 是您页面上为机器编写的唯一格式,而不是访问者。

审计你的AI可见性 - 免费看看我们如何工作

照片 by 戈德弗雷亚·阿蒂玛是皮克斯

JSON-LD注射蓝图:如何为LLM编码您的身份

网页上的每一个其他元素都是人类可读性和机器解析之间的妥协,但JSON-LD结构化数据根本没有面向访客的目的 - 它是一个明确的,明确的事实的块,专门落入页面头,以便扫描器和语言模型可以读取你的身份,而无需推断。做得很好,它声明组织或LocalBusiness类型,法律名称,地址,时间,相同,作为链接到验证的个人资料和服务或产品实体的描述,转换一个模型应该从小说中猜测到一个直接的,结构化的事实陈述。做得差或没有,模型落后于推断你的身份,从网络,审查网站和旧目录列表中的不一致提到 - 一个可靠地产生过时的小时,错误的

投资你的AI Halo

问题