文章目录
AI搜索正在改变患者查找医疗信息的方式。用户不再在Google上输入"头疼是什么病"然后点击5个结果,而是直接向ChatGPT或Perplexity提问,立即获得综合答案。这对诊所、医院和医生来说是巨大的机会——但也伴随着信息准确性的责任。
医疗行业的Schema体系
Schema.org有一个专门的医疗分支,包含多种专业类型:
| Schema类型 | 用于 | 示例 |
|---|---|---|
Hospital | 医院 | Bệnh viện Chợ Rẫy, Vinmec |
MedicalOrganization | 非医院的医疗机构 | 诊所、检验中心 |
MedicalClinic | 私人诊所 | 心血管诊所 |
Physician | 执业医师 | BS. Trần Thị Lan |
Dentist | 牙科 | Nha khoa Đông Á |
MedicalCondition | 疾病、医疗状况 | 高血压、糖尿病 |
MedicalProcedure | 诊疗程序/手术 | 胃镜检查、血液检验 |
MedicalWebPage | 医疗文章 | 健康博客 |
诊所(MedicalClinic)的JSON-LD
{
"@context": "https://schema.org",
"@type": ["MedicalClinic", "LocalBusiness"],
"@id": "https://example.vn",
"name": "Phòng Khám Đa Khoa Miền Nam",
"description": "Phòng khám đa khoa với đội ngũ bác sĩ chuyên khoa giàu kinh nghiệm tại TP.HCM.",
"url": "https://example.vn",
"telephone": "+84903123456",
"address": {
"@type": "PostalAddress",
"streetAddress": "123 Nguyễn Văn Cừ",
"addressLocality": "Quận 5",
"addressRegion": "TP. Hồ Chí Minh",
"postalCode": "700000",
"addressCountry": "VN"
},
"openingHoursSpecification": [
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": ["Monday","Tuesday","Wednesday","Thursday","Friday"],
"opens": "07:30",
"closes": "17:00"
},
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": "Saturday",
"opens": "07:30",
"closes": "12:00"
}
],
"medicalSpecialty": ["Cardiology", "InternalMedicine", "Gastroenterology"],
"availableService": [
{
"@type": "MedicalProcedure",
"name": "Khám nội khoa tổng quát",
"procedureType": "https://schema.org/PhysicalExam"
},
{
"@type": "MedicalProcedure",
"name": "Điện tim (ECG)",
"procedureType": "https://schema.org/DiagnosticProcedure"
}
],
"hasMap": "https://maps.google.com/?q=Phong+Kham+Da+Khoa+Mien+Nam",
"employee": [
{ "@id": "https://example.vn/bac-si/tran-thi-lan" },
{ "@id": "https://example.vn/bac-si/nguyen-van-duc" }
],
"priceRange": "$$"
}
医生(Physician)的JSON-LD
{
"@context": "https://schema.org",
"@type": ["Physician", "Person"],
"@id": "https://example.vn/bac-si/tran-thi-lan",
"name": "BS.CKI. Trần Thị Lan",
"honorificPrefix": "BS.CKI.",
"jobTitle": "Bác sĩ Chuyên khoa I Tim Mạch",
"description": "Bác sĩ Tim mạch với 12 năm kinh nghiệm, chuyên về tăng huyết áp và rối loạn nhịp tim. Tốt nghiệp Đại học Y Dược TP.HCM.",
"image": {
"@type": "ImageObject",
"url": "https://example.vn/images/bs-tran-thi-lan.jpg",
"width": 400,
"height": 400
},
"url": "https://example.vn/bac-si/tran-thi-lan",
"hasCredential": [
{
"@type": "EducationalOccupationalCredential",
"credentialCategory": "degree",
"name": "Bằng Bác sĩ Y khoa",
"recognizedBy": {
"@type": "CollegeOrUniversity",
"name": "Đại học Y Dược TP. Hồ Chí Minh"
}
},
{
"@type": "EducationalOccupationalCredential",
"credentialCategory": "certification",
"name": "Chứng chỉ hành nghề Bộ Y tế số 12345/BYT"
}
],
"medicalSpecialty": "Cardiology",
"hospitalAffiliation": {
"@type": "Hospital",
"name": "Bệnh viện Chợ Rẫy"
},
"worksFor": {
"@type": "MedicalClinic",
"@id": "https://example.vn"
},
"knowsAbout": ["Tăng huyết áp", "Rối loạn nhịp tim", "Suy tim"],
"sameAs": ["https://www.linkedin.com/in/bs-tran-thi-lan"]
}
医疗文章的MedicalWebPage
医疗博客文章不应使用普通的Article schema——使用MedicalWebPage让AI识别这是经过审核的医疗内容:
{
"@context": "https://schema.org",
"@type": "MedicalWebPage",
"name": "Tăng huyết áp là gì? Triệu chứng, nguyên nhân và điều trị",
"url": "https://example.vn/blog/tang-huyet-ap-la-gi",
"datePublished": "2026-08-10",
"dateModified": "2026-08-10",
"lastReviewed": "2026-08-10",
"reviewedBy": {
"@type": "Person",
"@id": "https://example.vn/bac-si/tran-thi-lan",
"name": "BS.CKI. Trần Thị Lan"
},
"medicalAudience": {
"@type": "MedicalAudience",
"audienceType": "Patient"
},
"about": {
"@type": "MedicalCondition",
"name": "Tăng huyết áp",
"alternateName": "Hypertension",
"description": "Tình trạng huyết áp tâm thu từ 140 mmHg trở lên hoặc huyết áp tâm trương từ 90 mmHg trở lên.",
"symptom": [
{ "@type": "MedicalSymptom", "name": "Đau đầu" },
{ "@type": "MedicalSymptom", "name": "Chóng mặt" },
{ "@type": "MedicalSymptom", "name": "Đau sau gáy" }
],
"relevantSpecialty": "Cardiology"
}
}
医疗行业的E-E-A-T标准
| E-E-A-T标准 | 医疗行业要求 |
|---|---|
| Experience(经验) | 医生有5年以上临床经验,在简介中声明 |
| Expertise(专业知识) | 学历+执业证号公开可查 |
| Authoritativeness(权威性) | 被医疗媒体提及、出席专业会议、被同行引用 |
| Trustworthiness(可信度) | HTTPS、医疗内容中无广告、参考来源明确 |
三级医疗AEO检查清单
基础级(所有诊所)
- MedicalOrganization/Hospital schema包含name、address、telephone、openingHours
- medicalSpecialty按schema.org/MedicalSpecialty的值正确声明
- availableService至少列出3-5项主要服务
- Google Business Profile已验证并同步信息
- HTTPS且页面加载时间低于3秒
中级(有医生团队)
- 每位医生有独立页面并包含Physician schema
- hasCredential完整声明(学历+执业证号)
- 医生真实照片,专业(不使用素材图片)
- 博客医疗文章使用MedicalWebPage而非Article
- 所有医疗文章包含lastReviewed + reviewedBy
高级(医疗连锁、医院)
- 完整实体图谱:Hospital — Physician — MedicalCondition — MedicalProcedure
- 每项主要服务的FAQ包含FAQPage schema
- 指南视频 + VideoObject schema
- 层级结构的Breadcrumb schema
AI优先引用哪些医疗内容
AI——尤其是Perplexity和Google AI Overviews——优先引用具有以下特征的医疗内容:
- 作者是有明确资质的医生 — 而非无名的"编辑部"
- 信息及时更新 — YMYL内容的lastReviewed在12个月内
- 包含具体数字的明确答案 — "高血压是收缩压在140 mmHg以上"优于模糊描述
- 内容中没有广告 — AI能识别促销内容
- 有明确免责声明 — "本文仅供参考,请咨询医生意见"
医疗行业是E-E-A-T和schema投入回报率最高的领域——因为做对的门槛更高,意味着少有竞争对手做好,在AI搜索中出现的机会更大。
常见问题
医疗行业是YMYL领域——这对AEO有何影响?
医疗YMYL意味着:AI和Google应用双倍于普通标准的E-E-A-T要求。具体而言:(1) 作者/医生资质必须完整声明——包含hasCredential的Person schema;(2) 所有医疗信息必须有明确的参考来源;(3) 诊疗方案有变化时必须更新dateModified;(4) 建议咨询医生的免责声明是必须的。AI不会引用没有明确专业作者的医疗内容。
小型私人诊所需要MedicalOrganization schema吗?
需要——而且这是很好的竞争机会。大型医院通常因流程缓慢而schema优化不足。小型私人诊所可以更快地部署完整的MedicalOrganization,并在AI搜索中出现在'第一区某某心血管诊所'等问题的结果中。优先字段:name、medicalSpecialty、availableService、openingHours、address、telephone。
医生单独声明还是合并到组织中?
两者都要——并相互链接。每位医生有独立页面,包含Person + Physician schema(姓名、专科、执业证、经验、真实照片)。Organization schema通过employee或member指向每位医生的@id。这样AI就能理解:这是一个有特定专科医生的机构——而非一个无名的品牌名称。
博客上的医疗/健康文章使用哪种schema?
MedicalWebPage(而非普通Article)+ 常见问题部分的FAQPage。必须补充:author(有hasCredential的Person)、medicalAudience(Patient)、lastReviewed(医生最后审核的日期)。如果文章关于特定疾病——添加包含symptoms、possibleTreatment的MedicalCondition schema。这是让AI信任医疗内容的最强信号。
AI会引用诊所网站上的医疗信息吗?
会,但有选择性。AI优先考虑:(1) 由有Person schema和资质的医生撰写/审核的内容;(2) 具有完整MedicalOrganization schema的医疗机构;(3) 有近期lastReviewed的内容;(4) 有HTTPS且内容中没有广告的页面。AI会避免:作者不明确的页面、没有更新日期的信息。
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