What changed
Summary
Title rewritten
如何优化AI Overview可见性 – 鸭老师SEO
→
鸭老师SEO
New heading: 改版计划第57轮 - 2026-06-08 19:00:21
改版计划第57轮 - 2026-06-08 19:00:21
Removed heading: 如何优化AI Overview可见性
如何优化AI Overview可见性
Page content was edited
Meta description removed
Google 的 AI Overview 不是一个单一模型，而是一个多步骤筛选系统。你的内容能否被引用，取决于三个环节：能否进入候选池、能否被正确提取、是否有…
Removed sections: 一、先搞清楚底层逻辑：AI Overview 不是一个模型、1.1 大模型的基本工作方式、1.2 AI Overview Pipeline 的分层结构、二、内…
一、先搞清楚底层逻辑：AI Overview 不是一个模型、1.1 大模型的基本工作方式、1.2 AI Overview Pipeline 的分层结构、二、内…
Removed 258 words (266 → 8)
266
→
8
Robots directive removed
follow, index, max-snippet:-1, max-video-preview:-1, max-image-preview:large
Structured data removed
{'@context': 'https://schema.org', '@graph': [{'@type': 'Organization', '@id': …
Internal links: 23 → 0 (-23)
23
→
0
External links: 11 → 0 (-11)
11
→
0
Images: 7 → 0 (-7)
7
→
0
Images with alt text: 5 → 0 (-5)
5
→
0
Social preview (og:description) removed
Google 的 AI Overview 不是一个单一模型，而是一个多步骤筛选系统。你的内容能否被引用，取决于三个环节：能否进入候选池、能否被正确提取、是否有…
Social preview (og:image) removed
https://www.ylsseo.com/wp-content/uploads/cropped-ylsseo-logo.png
Social preview (og:image:alt) removed
如何优化AI Overview可见性
Social preview (og:image:height) removed
512
Social preview (og:image:secure_url) removed
https://www.ylsseo.com/wp-content/uploads/cropped-ylsseo-logo.png
Social preview (og:image:type) removed
image/png
Social preview (og:image:width) removed
512
Social preview (og:locale) removed
zh_CN
Social preview (og:site_name) removed
YLSSEO
Social preview (og:title) removed
如何优化AI Overview可见性 – 鸭老师SEO
Social preview (og:type) removed
article
Social preview (og:updated_time) removed
2026-06-07T12:24:49+08:00
Social preview (og:url) removed
https://www.ylsseo.com/ai-overview-seo-guide/
Twitter card (twitter:card) removed
summary
Twitter card (twitter:creator) removed
@https://x.com/seoyls
Twitter card (twitter:description) removed
Google 的 AI Overview 不是一个单一模型，而是一个多步骤筛选系统。你的内容能否被引用，取决于三个环节：能否进入候选池、能否被正确提取、是否有…
Twitter card (twitter:image) removed
https://www.ylsseo.com/wp-content/uploads/cropped-ylsseo-logo.png
Twitter card (twitter:site) removed
@https://x.com/seoyls
Twitter card (twitter:title) removed
如何优化AI Overview可见性 – 鸭老师SEO
Content edits
addedremoved
Technical details — raw field changes
| Field | Kind | Before | After |
|---|---|---|---|
| title | scalar | "如何优化AI Overview可见性 – 鸭老师SEO" |
"鸭老师SEO" |
| meta_description | scalar | "Google 的 AI Overview 不是一个单一模型，而是一个多步骤筛选系统。你的内容能否被引用，取决于三个环节：能否进入候选池、能否被正确提取、是否有不可替代的引用价值。" |
— |
| meta_robots | scalar | "follow, index, max-snippet:-1, max-video-preview:-1, max-image-preview:large" |
— |
| word_count | count | 266 |
8 |
| internal_link_count | count | 23 |
0 |
| external_link_count | count | 11 |
0 |
| image_count | count | 7 |
0 |
| image_alt_count | count | 5 |
0 |
| h1 | list-add | — | [ "改版计划第57轮 - 2026-06-08 19:00:21" ] |
| h1 | list-remove | [ "如何优化AI Overview可见性" ] |
— |
| h2 | list-remove | [ "一、先搞清楚底层逻辑：AI Overview 不是一个模型", "1.1 大模型的基本工作方式", "1.2 AI Overview Pipeline 的分层结构", "二、内容如何在 Pipeline 中被筛选", "三、关于 Schema 标记：证据混乱，谨慎对待", "四、可操作的内容优化框架", "五、如何建立自己的测试框架", "结语：在不确定中做出有根据的决策", "相关文章" ] |
— |
| og.og:description | scalar | "Google 的 AI Overview 不是一个单一模型，而是一个多步骤筛选系统。你的内容能否被引用，取决于三个环节：能否进入候选池、能否被正确提取、是否有不可替代的引用价值。" |
— |
| og.og:image | scalar | "https://www.ylsseo.com/wp-content/uploads/cropped-ylsseo-logo.png" |
— |
| og.og:image:alt | scalar | "如何优化AI Overview可见性" |
— |
| og.og:image:height | scalar | "512" |
— |
| og.og:image:secure_url | scalar | "https://www.ylsseo.com/wp-content/uploads/cropped-ylsseo-logo.png" |
— |
| og.og:image:type | scalar | "image/png" |
— |
| og.og:image:width | scalar | "512" |
— |
| og.og:locale | scalar | "zh_CN" |
— |
| og.og:site_name | scalar | "YLSSEO" |
— |
| og.og:title | scalar | "如何优化AI Overview可见性 – 鸭老师SEO" |
— |
| og.og:type | scalar | "article" |
— |
| og.og:updated_time | scalar | "2026-06-07T12:24:49+08:00" |
— |
| og.og:url | scalar | "https://www.ylsseo.com/ai-overview-seo-guide/" |
— |
| twitter.twitter:card | scalar | "summary" |
— |
| twitter.twitter:creator | scalar | "@https://x.com/seoyls" |
— |
| twitter.twitter:description | scalar | "Google 的 AI Overview 不是一个单一模型，而是一个多步骤筛选系统。你的内容能否被引用，取决于三个环节：能否进入候选池、能否被正确提取、是否有不可替代的引用价值。" |
— |
| twitter.twitter:image | scalar | "https://www.ylsseo.com/wp-content/uploads/cropped-ylsseo-logo.png" |
— |
| twitter.twitter:site | scalar | "@https://x.com/seoyls" |
— |
| twitter.twitter:title | scalar | "如何优化AI Overview可见性 – 鸭老师SEO" |
— |
| jsonld | scalar | [
{
"@context": "https://schema.org",
"@graph": [
{
"@id": "https://www.ylsseo.com/#organization",
"@type": "Organization",
"logo": {
"@id": "https://www.ylsseo.com/#logo",
"@type": "ImageObject",
"caption": "YLSSEO",
"contentUrl": "https://www.ylsseo.com/wp-content/uploads/cropped-ylsseo-logo.png",
"height": "512",
"inLanguage": "zh-Hans",
"url": "https://www.ylsseo.com/wp-content/uploads/cropped-ylsseo-logo.png",
"width": "512"
},
"name": "YLSSEO",
"sameAs": [
"https://twitter.com/https://x.com/seoyls"
]
},
{
"@id": "https://www.ylsseo.com/#website",
"@type": "WebSite",
"alternateName": "鸭老师SEO",
"inLanguage": "zh-Hans",
"name": "YLSSEO",
"publisher": {
"@id": "https://www.ylsseo.com/#organization"
},
"url": "https://www.ylsseo.com"
},
{
"@id": "https://www.ylsseo.com/wp-content/uploads/cropped-ylsseo-logo.png",
"@type": "ImageObject",
"height": "512",
"inLanguage": "zh-Hans",
"url": "https://www.ylsseo.com/wp-content/uploads/cropped-ylsseo-logo.png",
"width": "512"
},
{
"@id": "https://www.ylsseo.com/ai-overview-seo-guide/#breadcrumb",
"@type": "BreadcrumbList",
"itemListElement": [
{
"@type": "ListItem",
"item": {
"@id": "https://www.ylsseo.com",
"name": "首页"
},
"position": "1"
},
{
"@type": "ListItem",
"item": {
"@id": "https://www.ylsseo.com/seo-tutorial/",
"name": "谷歌SEO教程"
},
"position": "2"
},
{
"@type": "ListItem",
"item": {
"@id": "https://www.ylsseo.com/ai-overview-seo-guide/",
"name": "如何优化AI Overview可见性"
},
"position": "3"
}
]
},
{
"@id": "https://www.ylsseo.com/ai-overview-seo-guide/#webpage",
"@type": "WebPage",
"breadcrumb": {
"@id": "https://www.ylsseo.com/ai-overview-seo-guide/#breadcrumb"
},
"dateModified": "2026-06-07T12:24:49+08:00",
"datePublished": "2026-02-20T16:59:09+08:00",
"inLanguage": "zh-Hans",
"isPartOf": {
"@id": "https://www.ylsseo.com/#website"
},
"name": "如何优化AI Overview可见性 \u0026ndash; 鸭老师SEO",
"primaryImageOfPage": {
"@id": "https://www.ylsseo.com/wp-content/uploads/cropped-ylsseo-logo.png"
},
"url": "https://www.ylsseo.com/ai-overview-seo-guide/"
},
{
"@id": "https://www.ylsseo.com/ai-overview-seo-guide/#author",
"@type": "Person",
"image": {
"@id": "https://secure.gravatar.com/avatar/aac399a511737325d8e5ee2505c471c7448f8bed5c760f77bc966e37a76223e3?s=96\u0026amp;d=blank\u0026amp;r=g",
"@type": "ImageObject",
"caption": "鸭老师SEO",
"inLanguage": "zh-Hans",
"url": "https://secure.gravatar.com/avatar/aac399a511737325d8e5ee2505c471c7448f8bed5c760f77bc966e37a76223e3?s=96\u0026amp;d=blank\u0026amp;r=g"
},
"name": "鸭老师SEO",
"worksFor": {
"@id": "https://www.ylsseo.com/#organization"
}
},
{
"@id": "https://www.ylsseo.com/ai-overview-seo-guide/#richSnippet",
"@type": "BlogPosting",
"articleSection": "谷歌SEO教程",
"author": {
"@id": "https://www.ylsseo.com/ai-overview-seo-guide/#author",
"name": "鸭老师SEO"
},
"dateModified": "2026-06-07T12:24:49+08:00",
"datePublished": "2026-02-20T16:59:09+08:00",
"description": "Google 的 AI Overview 不是一个单一模型，而是一个多步骤筛选系统。你的内容能否被引用，取决于三个环节：能否进入候选池、能否被正确提取、是否有不可替代的引用价值。",
"headline": "如何优化AI Overview可见性 \u0026ndash; 鸭老师SEO",
"image": {
"@id": "https://www.ylsseo.com/wp-content/uploads/cropped-ylsseo-logo.png"
},
"inLanguage": "zh-Hans",
"isPartOf": {
"@id": "https://www.ylsseo.com/ai-overview-seo-guide/#webpage"
},
"mainEntityOfPage": {
"@id": "https://www.ylsseo.com/ai-overview-seo-guide/#webpage"
},
"name": "如何优化AI Overview可见性 \u0026ndash; 鸭老师SEO",
"publisher": {
"@id": "https://www.ylsseo.com/#organization"
}
}
]
}
] |
[] |
| main_content_hash | hash | "8eb4b3a21baafed7ff362bca0f394f84b9a574a54e8cae4a9df7d918b0d0078b" |
"2a61457c5545357f8fa15f37baf9c1a64cf36ebcf951d566c812f60a26be8708" |