[{"data":1,"prerenderedAt":382},["ShallowReactive",2],{"blog-ai-invisible-content-types":3,"blog-prev-ai-invisible-content-types":143,"blog-next-ai-invisible-content-types":252},{"id":4,"title":5,"author":6,"body":7,"canonical":127,"category":128,"cover":127,"date":129,"description":130,"draft":131,"extension":132,"keywords":127,"meta":133,"navigation":134,"noindex":131,"ogImage":127,"path":135,"seo":136,"seoDescription":127,"seoTitle":127,"stem":137,"tags":138,"updated":127,"__hash__":142},"blog\u002Fblog\u002Fai-invisible-content-types.md","AI 爬虫抓不到的四类内容，第一类最常见","元析智能",{"type":8,"value":9,"toc":115},"minimark",[10,14,19,22,25,28,32,35,38,41,45,48,51,54,58,61,64,67,70,73,76,79,82,85,88,91,94,97,100,103,106,109,112],[11,12,13],"p",{},"2026 年 9 月我们抽查了十二个站被 AI 引用的内容，九成来自 HTML 正文，剩下的几乎都是结构化数据或表格。PDF、图片文字、登录后的内容，一次都没被引用过。",[15,16,18],"h2",{"id":17},"第一类登录或表单后面的内容","第一类：登录或表单后面的内容",[11,20,21],{},"留资才能下载的白皮书、试用后才能看的文档、后台里的帮助中心，这些 AI 爬虫都看不到。",[11,23,24],{},"你的客户能看到，AI 看不到，于是 AI 只能引用别人对你的描述，那些描述往往不准确。",[11,26,27],{},"这个问题在 B2B 里特别普遍，因为大部分深度内容都被锁在表单后面。",[15,29,31],{"id":30},"第二类需要交互才出现的内容","第二类：需要交互才出现的内容",[11,33,34],{},"tab 切换、折叠面板、点击展开的更多内容、无限滚动加载的列表。",[11,36,37],{},"爬虫通常不会点击。它拿到的是初始 HTML，里面只有第一屏的内容。",[11,39,40],{},"一个常见的情况是产品对比表放在 tab 里，用户能看，AI 只看到第一个 tab。",[15,42,44],{"id":43},"第三类非-html-载体","第三类：非 HTML 载体",[11,46,47],{},"PDF 白皮书、视频、图片里的文字、canvas 渲染的图表。",[11,49,50],{},"部分 AI 爬虫能解析 PDF，但解析质量不稳定，索引优先级也低。图片和视频里的信息，基本抓不到。",[11,52,53],{},"我们的建议是：核心内容永远要有一份 HTML 版本。",[15,55,57],{"id":56},"第四类纯客户端渲染","第四类：纯客户端渲染",[11,59,60],{},"内容靠 JS 在浏览器里生成，原始 HTML 里只有一个空容器。",[11,62,63],{},"搜索引擎有渲染预算，AI 爬虫不一定有。完全依赖客户端渲染的站，被引用的概率很低。",[15,65,66],{"id":66},"怎么查",[11,68,69],{},"先用 curl 抓页面 HTML，看正文在不在。搜三个词：页面标题、一个关键句、一个数字。",[11,71,72],{},"再用浏览器打开对比。如果浏览器里有、HTML 里没有，就是渲染或交互问题。",[11,74,75],{},"最后看日志，确认 AI 爬虫抓了这个页面没有。抓了但没引用，说明内容拿到了但不够好；没抓，说明路径有问题。",[15,77,78],{"id":78},"怎么改",[11,80,81],{},"关键内容移出登录墙。白皮书正文公开，原始数据放表单后面。",[11,83,84],{},"展开内容默认展开，或者做成独立页面。tab 里的内容至少第一个默认可见。",[11,86,87],{},"PDF 转 HTML。报告、手册、规格书，都做一个网页版。",[11,89,90],{},"客户端渲染的内容做预渲染或者服务端渲染，至少让首屏有 HTML。",[15,92,93],{"id":93},"一个额外的检查",[11,95,96],{},"把页面 URL 贴进几个 AI 引擎直接问，让它说出页面里的具体细节。",[11,98,99],{},"说不出，说明内容没被有效抓取或理解；说得出，说明可见性没问题，问题出在结构和表达上。",[11,101,102],{},"这个检查不精确，但很快，五分钟能试三四个页面。",[15,104,105],{"id":105},"一个态度",[11,107,108],{},"AI 看不见的内容，等于不存在。",[11,110,111],{},"这句话对 SEO 也成立，但 GEO 时代更严重，因为 AI 不会像搜索引擎那样耐心渲染和等待。",[11,113,114],{},"做 GEO 之前，先确认一件事：你最重要的内容，在原始 HTML 里能不能读到。读不到，后面所有技巧都没用。",{"title":116,"searchDepth":117,"depth":117,"links":118},"",2,[119,120,121,122,123,124,125,126],{"id":17,"depth":117,"text":18},{"id":30,"depth":117,"text":31},{"id":43,"depth":117,"text":44},{"id":56,"depth":117,"text":57},{"id":66,"depth":117,"text":66},{"id":78,"depth":117,"text":78},{"id":93,"depth":117,"text":93},{"id":105,"depth":117,"text":105},null,"技术SEO","2026-09-23","我们抽查十二个站，被 AI 引用的内容九成在 HTML 正文里。这篇写登录墙、交互内容、PDF 和图片文字四类看不见的内容，以及怎么改回来。",false,"md",{},true,"\u002Fblog\u002Fai-invisible-content-types",{"title":5,"description":130},"blog\u002Fai-invisible-content-types",[139,140,141],"GEO","抓取","内容结构","zAYynVZdnqyqMqN_goJcZE5AtjEJkoDOBPIV6AWyKD0",{"id":144,"title":145,"author":6,"body":146,"canonical":127,"category":240,"cover":127,"date":241,"description":242,"draft":131,"extension":132,"keywords":127,"meta":243,"navigation":134,"noindex":131,"ogImage":127,"path":244,"seo":245,"seoDescription":127,"seoTitle":127,"stem":246,"tags":247,"updated":127,"__hash__":251},"blog\u002Fblog\u002Fcontent-to-signup-path.md","内容页到注册，中间有三个位置能补",{"type":8,"value":147,"toc":229},[148,151,155,158,161,165,168,171,175,178,181,184,187,190,193,196,199,202,205,208,211,214,217,220,223,226],[11,149,150],{},"内容页带来流量，但用户读完就走，是很常见的浪费。我们在内容页固定放三个承接位置，2026 年 4 月给一个客户改过之后，内容页到试用的转化率从 0.9% 到 2.1%。",[15,152,154],{"id":153},"位置一读完之后的一段话","位置一：读完之后的一段话",[11,156,157],{},"文章结尾放一段 60 到 100 字的延展，说明“如果你想解决这个问题，我们有个东西可以帮上忙”，然后一个链接。",[11,159,160],{},"不要放整块广告图，不要弹窗。读者刚读完内容，情绪还在，一句话就够。",[15,162,164],{"id":163},"位置二正文里的功能链接","位置二：正文里的功能链接",[11,166,167],{},"文章提到某个问题时，顺手链到对应的功能页或文档页。这是最自然的承接，因为上下文相关。",[11,169,170],{},"注意别每段都链。一篇 2000 字的文章，链三到五个足够。",[15,172,174],{"id":173},"位置三侧边栏","位置三：侧边栏",[11,176,177],{},"放两样：相关内容（同簇的其他文章）、一个可以下载的东西（清单、模板、白皮书）。",[11,179,180],{},"白皮书这类东西的价值不是线索，是让还没准备好注册的人留下邮箱。",[15,182,183],{"id":183},"三个位置的顺序",[11,185,186],{},"先正文链接，再结尾一段话，最后侧边栏。很多站反过来，一上来就放侧边栏广告，读者第一眼就被推走。",[15,188,189],{"id":189},"我们改过的那个站",[11,191,192],{},"原来每篇文末挂一个巨大的注册横幅，跳出率 74%。改成结尾一段话加两个相关链接之后，跳出率 61%，试用率翻了一倍多。",[11,194,195],{},"改动量很小，就是换了承接方式，正文一个字没动。",[15,197,198],{"id":198},"别做的事",[11,200,201],{},"别在正文中间插弹窗。别把注册按钮做成浮窗跟着滚。别在每段后面都加一句引导。",[11,203,204],{},"这三种做法都会让内容看起来像广告页，长期伤害比短期收益大。",[15,206,207],{"id":207},"怎么衡量",[11,209,210],{},"看两个数：内容页到功能页的点击率、内容页到注册的转化率。第一个数低说明承接位置放错，第二个数低说明话术不对。",[15,212,213],{"id":213},"承接页本身也要有内容",[11,215,216],{},"功能页别只放一句“开始试用”。写清这个功能解决什么问题、适合谁、有什么限制，用户才愿意点。",[11,218,219],{},"2026 年 5 月我们改了一个客户的功能页，加了 300 字的适用说明，从内容页跳过来的用户转化率涨了 40%。",[15,221,222],{"id":222},"别把所有流量导向同一个页面",[11,224,225],{},"文档流量导向注册，观点流量导向订阅，对比流量导向咨询。三种流量的意图不同，落地页也不该一样。",[11,227,228],{},"这两个数要按页面类型分开看。教程页和观点页的转化率本来就不该一样。",{"title":116,"searchDepth":117,"depth":117,"links":230},[231,232,233,234,235,236,237,238,239],{"id":153,"depth":117,"text":154},{"id":163,"depth":117,"text":164},{"id":173,"depth":117,"text":174},{"id":183,"depth":117,"text":183},{"id":189,"depth":117,"text":189},{"id":198,"depth":117,"text":198},{"id":207,"depth":117,"text":207},{"id":213,"depth":117,"text":213},{"id":222,"depth":117,"text":222},"内容运营","2026-09-22","内容带来流量，接不住就白做。我们给内容页固定三个承接位置：读完后的一段话、正文里的功能链接、侧边栏的相关内容。改完试用率从 0.9% 到 2.1%。",{},"\u002Fblog\u002Fcontent-to-signup-path",{"title":145,"description":242},"blog\u002Fcontent-to-signup-path",[248,249,250],"内容转化","承接页","转化率","oE2AzrZpQ7tpovTPy_-1Q2dXAcfPZCj6CKySY0a3uPI",{"id":253,"title":254,"author":6,"body":255,"canonical":127,"category":370,"cover":127,"date":371,"description":372,"draft":131,"extension":132,"keywords":127,"meta":373,"navigation":134,"noindex":131,"ogImage":127,"path":374,"seo":375,"seoDescription":127,"seoTitle":127,"stem":376,"tags":377,"updated":127,"__hash__":381},"blog\u002Fblog\u002Fmap-listing-for-b2b.md","软件公司要不要做地图标注，看这一个条件",{"type":8,"value":256,"toc":361},[257,260,263,266,269,272,275,278,281,284,287,290,293,296,299,302,305,308,311,314,317,320,323,326,329,332,335,338,341,344,347,350,352,355,358],[11,258,259],{},"2026 年 9 月有客户问要不要做地图标注。我的答案是一个条件：有没有实体办公室并且会接待客户。有就做，没有就别花这个时间。",[15,261,262],{"id":262},"地图标注能带来什么",[11,264,265],{},"第一，本地搜索。有人搜某地加软件公司，地图结果会出现在前面。",[11,267,268],{},"第二，导航。客户、候选人、合作伙伴要来公司，搜公司名能直接导航。",[11,270,271],{},"第三，品牌一致性。地图上的公司名、地址、电话和官网一致，是信任信号。",[11,273,274],{},"第四，招聘。候选人看公司位置，判断通勤距离。",[15,276,277],{"id":277},"什么情况值得做",[11,279,280],{},"有固定办公地址，客户会来访，比如做企业服务的公司。",[11,282,283],{},"在本地招聘，候选人会关心位置。",[11,285,286],{},"有线下活动、沙龙、培训。",[11,288,289],{},"这几种情况下，地图标注的收益很明确。",[15,291,292],{"id":292},"什么情况不值得",[11,294,295],{},"纯线上 SaaS，客户从不到访，地址只是注册地址。",[11,297,298],{},"用共享办公或者虚拟地址，今天在这明天在那。",[11,300,301],{},"多个城市有团队但没有对外办公点。",[11,303,304],{},"这些情况下，地图标注带来的流量几乎为零，维护成本反而存在。",[15,306,307],{"id":307},"三家平台怎么填",[11,309,310],{},"百度地图、高德地图、腾讯地图，国内主要就这三家。",[11,312,313],{},"填写内容：公司全称、地址（精确到门牌号）、电话、营业时间、门头照片、业务介绍。",[11,315,316],{},"地址要和官网上完全一致，包括楼层和房间号。",[11,318,319],{},"照片要真实，门头和前台各一张。用设计图会被审核驳回。",[15,321,322],{"id":322},"常见的坑",[11,324,325],{},"第一个，地址和实际不符。用户按导航到了发现没有这家公司，体验很差。",[11,327,328],{},"第二个，条目没认领被别人改。认领之后才有管理权限。",[11,330,331],{},"第三个，重复条目。同一地址出现两条，需要申请合并。",[11,333,334],{},"第四个，搬家没更新。这个最常见，也最影响信任。",[15,336,337],{"id":337},"怎么判断有没有效果",[11,339,340],{},"看三个数：地图后台的曝光和导航次数、品牌词里带地名的搜索量、来电里有多少是从地图来的。",[11,342,343],{},"如果三个月这三个数都没明显变化，说明你的客户不用地图找软件公司，那就把精力收回来。",[11,345,346],{},"地图标注对官网排名的帮助几乎为零，这一点要提前说清楚，别让客户抱着错误期待。",[11,348,349],{},"维护上也要有个人负责。信息变了不同步，等于白做。我们的做法是把地图信息写进公司信息表，和官网一起更新。",[15,351,105],{"id":105},[11,353,354],{},"地图标注是本地 SEO 的基础动作，但它只对本地生意有用。",[11,356,357],{},"软件公司大部分是线上生意，地图标注的价值主要在信任和招聘，不在流量。",[11,359,360],{},"所以别指望它带来询盘。把它当成一个信息一致性工作来做，要求就变成了准确、统一、及时更新。",{"title":116,"searchDepth":117,"depth":117,"links":362},[363,364,365,366,367,368,369],{"id":262,"depth":117,"text":262},{"id":277,"depth":117,"text":277},{"id":292,"depth":117,"text":292},{"id":307,"depth":117,"text":307},{"id":322,"depth":117,"text":322},{"id":337,"depth":117,"text":337},{"id":105,"depth":117,"text":105},"行业观察","2026-09-24","地图标注对纯线上 SaaS 基本没用，对有办公室、会接待客户的公司有用。这篇写判断条件、三家平台怎么填、常见的重复条目问题，以及怎么做效果判断。",{},"\u002Fblog\u002Fmap-listing-for-b2b",{"title":254,"description":372},"blog\u002Fmap-listing-for-b2b",[378,379,380],"本地SEO","地图","信任信号","aYe9BeKHUONX65d44386KLlRzRyZsDxUmXF5bILzNlQ",1794088101515]