[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"mdc--7pu9c0-key":3},{"data":4,"body":5},{},{"type":6,"children":7},"root",[8,17,27,31,38,49,54,67,70,76,83,100,117,120,126,136,151,154,160,181,196,199,205,210,225,240,243,249,261,282,285,291,296,311,314,320,496,499,505,510,516,534,540,558,564,582,588,606,609,615,621,633,639,644,650,655,658,664,669,674,686,689,694,700,705,711,716,722,727,730,735,748,751],{"type":9,"tag":10,"props":11,"children":13},"element","h1",{"id":12},"_2026-年豆包通义文心搜索排名规则变化解读",[14],{"type":15,"value":16},"text","2026 年豆包、通义、文心搜索排名规则变化解读",{"type":9,"tag":18,"props":19,"children":20},"blockquote",{},[21],{"type":9,"tag":22,"props":23,"children":24},"p",{},[25],{"type":15,"value":26},"进入 2026 年，几家主流 AI 搜索引擎的本地推荐逻辑都有了明显调整。这篇梳理出绍兴本地商家应该关心的 6 个变化，以及对应的应对策略。",{"type":9,"tag":28,"props":29,"children":30},"hr",{},[],{"type":9,"tag":32,"props":33,"children":35},"h2",{"id":34},"一为什么要关注-ai-搜索的规则变化",[36],{"type":15,"value":37},"一、为什么要关注 AI 搜索的\"规则变化\"",{"type":9,"tag":22,"props":39,"children":40},{},[41,43],{"type":15,"value":42},"AI 搜索引擎不像传统搜索那样有公开的算法白皮书。",{"type":9,"tag":44,"props":45,"children":46},"strong",{},[47],{"type":15,"value":48},"规则变化往往是悄悄发生的，老板只能从结果反推。",{"type":9,"tag":22,"props":50,"children":51},{},[52],{"type":15,"value":53},"我们做 GEO 代运营，每周都在跟踪豆包、通义、文心等几家 AI 的回答风格、引用源、推荐数量。整理出 2026 年比较明显的几个变化，分享给绍兴本地的中小商家。",{"type":9,"tag":18,"props":55,"children":56},{},[57],{"type":9,"tag":22,"props":58,"children":59},{},[60,65],{"type":9,"tag":44,"props":61,"children":62},{},[63],{"type":15,"value":64},"声明",{"type":15,"value":66},"：以下解读基于行业公开观察和我们日常服务客户的经验，不代表官方口径。任何依赖单一信号做大额决策的做法，都不建议。",{"type":9,"tag":28,"props":68,"children":69},{},[],{"type":9,"tag":32,"props":71,"children":73},{"id":72},"二6-个关键变化",[74],{"type":15,"value":75},"二、6 个关键变化",{"type":9,"tag":77,"props":78,"children":80},"h3",{"id":79},"变化-1本地推荐结果数量从-5-缩到-3",[81],{"type":15,"value":82},"变化 1：本地推荐结果数量从 5 缩到 3",{"type":9,"tag":22,"props":84,"children":85},{},[86,91,93,98],{"type":9,"tag":44,"props":87,"children":88},{},[89],{"type":15,"value":90},"2025 年",{"type":15,"value":92},"：搜\"绍兴某行业哪家好\"，AI 给 5 家\n",{"type":9,"tag":44,"props":94,"children":95},{},[96],{"type":15,"value":97},"2026 年起",{"type":15,"value":99},"：越来越多场景只给 3 家，甚至 2 家",{"type":9,"tag":22,"props":101,"children":102},{},[103,108,110,115],{"type":9,"tag":44,"props":104,"children":105},{},[106],{"type":15,"value":107},"影响",{"type":15,"value":109},"：竞争更卷。原来排第 4 还能蹭曝光，现在直接出局。\n",{"type":9,"tag":44,"props":111,"children":112},{},[113],{"type":15,"value":114},"应对",{"type":15,"value":116},"：必须冲前 3，不能满足于\"在推荐名单里\"。",{"type":9,"tag":28,"props":118,"children":119},{},[],{"type":9,"tag":77,"props":121,"children":123},{"id":122},"变化-2引用源更看重内容深度而不是内容数量",[124],{"type":15,"value":125},"变化 2：引用源更看重\"内容深度\"而不是\"内容数量\"",{"type":9,"tag":22,"props":127,"children":128},{},[129,131],{"type":15,"value":130},"过去铺 100 篇短笔记，可能比铺 10 篇长答疑文权重高。\n",{"type":9,"tag":44,"props":132,"children":133},{},[134],{"type":15,"value":135},"2026 年的趋势是反过来：单篇长答疑文（2000 字以上、结构清晰、有数据）的权重明显高于短内容堆量。",{"type":9,"tag":22,"props":137,"children":138},{},[139,143,145,149],{"type":9,"tag":44,"props":140,"children":141},{},[142],{"type":15,"value":107},{"type":15,"value":144},"：内容工厂式的\"灌水打法\"边际效益快速下降。\n",{"type":9,"tag":44,"props":146,"children":147},{},[148],{"type":15,"value":114},{"type":15,"value":150},"：把投放预算往\"少而精\"的长内容倾斜。每周 2 篇高质量长文，比每天 5 篇短文有效。",{"type":9,"tag":28,"props":152,"children":153},{},[],{"type":9,"tag":77,"props":155,"children":157},{"id":156},"变化-3faq-结构化内容的权重明显上升",[158],{"type":15,"value":159},"变化 3：FAQ 结构化内容的权重明显上升",{"type":9,"tag":22,"props":161,"children":162},{},[163,165,172,174,179],{"type":15,"value":164},"带 ",{"type":9,"tag":166,"props":167,"children":169},"code",{"className":168},[],[170],{"type":15,"value":171},"Q：…… A：……",{"type":15,"value":173}," 这种问答结构的内容，",{"type":9,"tag":44,"props":175,"children":176},{},[177],{"type":15,"value":178},"被 AI 直接引用的概率比同样信息的普通段落要高得多",{"type":15,"value":180},"。",{"type":9,"tag":22,"props":182,"children":183},{},[184,188,190,194],{"type":9,"tag":44,"props":185,"children":186},{},[187],{"type":15,"value":107},{"type":15,"value":189},"：传统软文形态的 ROI 在下降。\n",{"type":9,"tag":44,"props":191,"children":192},{},[193],{"type":15,"value":114},{"type":15,"value":195},"：在每篇内容末尾加 2–3 条 FAQ；自己的官网也建议做一个 FAQ 页面。",{"type":9,"tag":28,"props":197,"children":198},{},[],{"type":9,"tag":77,"props":200,"children":202},{"id":201},"变化-4地图数据的权重进一步上升",[203],{"type":15,"value":204},"变化 4：地图数据的权重进一步上升",{"type":9,"tag":22,"props":206,"children":207},{},[208],{"type":15,"value":209},"2026 年豆包、文心都更明显地把地图数据（高德、百度、腾讯）作为本地推荐的\"准入门槛\"。",{"type":9,"tag":211,"props":212,"children":213},"ul",{},[214,220],{"type":9,"tag":215,"props":216,"children":217},"li",{},[218],{"type":15,"value":219},"地图信息不完整的商户，直接被剔除",{"type":9,"tag":215,"props":221,"children":222},{},[223],{"type":15,"value":224},"地图近 90 天没更新的商户，权重下调",{"type":9,"tag":22,"props":226,"children":227},{},[228,232,234,238],{"type":9,"tag":44,"props":229,"children":230},{},[231],{"type":15,"value":107},{"type":15,"value":233},"：内容做得再好，地图没做好也白搭。\n",{"type":9,"tag":44,"props":235,"children":236},{},[237],{"type":15,"value":114},{"type":15,"value":239},"：地图基础工作必须先于内容投放完成。详细做法参考《高德地图位置优化的 5 个关键动作》。",{"type":9,"tag":28,"props":241,"children":242},{},[],{"type":9,"tag":77,"props":244,"children":246},{"id":245},"变化-5ai-越来越能识别商业互吹",[247],{"type":15,"value":248},"变化 5：AI 越来越能识别\"商业互吹\"",{"type":9,"tag":22,"props":250,"children":251},{},[252,254,259],{"type":15,"value":253},"过去一些机构会用\"互写推荐文\"的方式互相抬高排名。",{"type":9,"tag":44,"props":255,"children":256},{},[257],{"type":15,"value":258},"2026 年的 AI 模型对这种模式识别度大幅提升",{"type":15,"value":260},"，一旦判定为商业互吹，相关内容会被降权。",{"type":9,"tag":22,"props":262,"children":263},{},[264,268,270,274,276,281],{"type":9,"tag":44,"props":265,"children":266},{},[267],{"type":15,"value":107},{"type":15,"value":269},"：靠关系网相互背书的玩法不灵了。\n",{"type":9,"tag":44,"props":271,"children":272},{},[273],{"type":15,"value":114},{"type":15,"value":275},"：内容必须来自真实场景、真实用户、真实数据。",{"type":9,"tag":44,"props":277,"children":278},{},[279],{"type":15,"value":280},"真实性是这一轮 AI 模型升级最看重的事",{"type":15,"value":180},{"type":9,"tag":28,"props":283,"children":284},{},[],{"type":9,"tag":77,"props":286,"children":288},{"id":287},"变化-6长尾问句词的红利窗口期被拉长",[289],{"type":15,"value":290},"变化 6：长尾问句词的红利窗口期被拉长",{"type":9,"tag":22,"props":292,"children":293},{},[294],{"type":15,"value":295},"短词竞争被大牌垄断（如\"绍兴化妆培训\"），但 10 字以上的长尾问句词（如\"绍兴零基础学化妆要多久\"），AI 给的推荐结果差异度很大。",{"type":9,"tag":22,"props":297,"children":298},{},[299,303,305,309],{"type":9,"tag":44,"props":300,"children":301},{},[302],{"type":15,"value":107},{"type":15,"value":304},"：短词没机会的本地商家，可以在长尾问句词上找到位置。\n",{"type":9,"tag":44,"props":306,"children":307},{},[308],{"type":15,"value":114},{"type":15,"value":310},"：把客户实际问过的\"原话\"整理成关键词矩阵，针对性铺内容。",{"type":9,"tag":28,"props":312,"children":313},{},[],{"type":9,"tag":32,"props":315,"children":317},{"id":316},"三变化总览表",[318],{"type":15,"value":319},"三、变化总览表",{"type":9,"tag":321,"props":322,"children":323},"table",{},[324,353],{"type":9,"tag":325,"props":326,"children":327},"thead",{},[328],{"type":9,"tag":329,"props":330,"children":331},"tr",{},[332,338,343,348],{"type":9,"tag":333,"props":334,"children":335},"th",{},[336],{"type":15,"value":337},"变化方向",{"type":9,"tag":333,"props":339,"children":340},{},[341],{"type":15,"value":342},"2025 年状态",{"type":9,"tag":333,"props":344,"children":345},{},[346],{"type":15,"value":347},"2026 年趋势",{"type":9,"tag":333,"props":349,"children":350},{},[351],{"type":15,"value":352},"老板的应对",{"type":9,"tag":354,"props":355,"children":356},"tbody",{},[357,381,404,427,450,473],{"type":9,"tag":329,"props":358,"children":359},{},[360,366,371,376],{"type":9,"tag":361,"props":362,"children":363},"td",{},[364],{"type":15,"value":365},"推荐数量",{"type":9,"tag":361,"props":367,"children":368},{},[369],{"type":15,"value":370},"5 家",{"type":9,"tag":361,"props":372,"children":373},{},[374],{"type":15,"value":375},"3 家",{"type":9,"tag":361,"props":377,"children":378},{},[379],{"type":15,"value":380},"必须冲前 3",{"type":9,"tag":329,"props":382,"children":383},{},[384,389,394,399],{"type":9,"tag":361,"props":385,"children":386},{},[387],{"type":15,"value":388},"内容偏好",{"type":9,"tag":361,"props":390,"children":391},{},[392],{"type":15,"value":393},"量大",{"type":9,"tag":361,"props":395,"children":396},{},[397],{"type":15,"value":398},"质优",{"type":9,"tag":361,"props":400,"children":401},{},[402],{"type":15,"value":403},"减量提质",{"type":9,"tag":329,"props":405,"children":406},{},[407,412,417,422],{"type":9,"tag":361,"props":408,"children":409},{},[410],{"type":15,"value":411},"FAQ 结构",{"type":9,"tag":361,"props":413,"children":414},{},[415],{"type":15,"value":416},"权重中等",{"type":9,"tag":361,"props":418,"children":419},{},[420],{"type":15,"value":421},"权重明显上升",{"type":9,"tag":361,"props":423,"children":424},{},[425],{"type":15,"value":426},"全文末加 FAQ",{"type":9,"tag":329,"props":428,"children":429},{},[430,435,440,445],{"type":9,"tag":361,"props":431,"children":432},{},[433],{"type":15,"value":434},"地图数据",{"type":9,"tag":361,"props":436,"children":437},{},[438],{"type":15,"value":439},"重要",{"type":9,"tag":361,"props":441,"children":442},{},[443],{"type":15,"value":444},"准入门槛",{"type":9,"tag":361,"props":446,"children":447},{},[448],{"type":15,"value":449},"先做地图再做内容",{"type":9,"tag":329,"props":451,"children":452},{},[453,458,463,468],{"type":9,"tag":361,"props":454,"children":455},{},[456],{"type":15,"value":457},"商业互吹",{"type":9,"tag":361,"props":459,"children":460},{},[461],{"type":15,"value":462},"部分有效",{"type":9,"tag":361,"props":464,"children":465},{},[466],{"type":15,"value":467},"被识别降权",{"type":9,"tag":361,"props":469,"children":470},{},[471],{"type":15,"value":472},"走真实路径",{"type":9,"tag":329,"props":474,"children":475},{},[476,481,486,491],{"type":9,"tag":361,"props":477,"children":478},{},[479],{"type":15,"value":480},"长尾问句",{"type":9,"tag":361,"props":482,"children":483},{},[484],{"type":15,"value":485},"红利窗口",{"type":9,"tag":361,"props":487,"children":488},{},[489],{"type":15,"value":490},"红利窗口持续",{"type":9,"tag":361,"props":492,"children":493},{},[494],{"type":15,"value":495},"重点投放",{"type":9,"tag":28,"props":497,"children":498},{},[],{"type":9,"tag":32,"props":500,"children":502},{"id":501},"四不同行业的影响差异",[503],{"type":15,"value":504},"四、不同行业的影响差异",{"type":9,"tag":22,"props":506,"children":507},{},[508],{"type":15,"value":509},"不同行业受这些变化的影响不一样。下面给绍兴几个常见行业的判断：",{"type":9,"tag":77,"props":511,"children":513},{"id":512},"美业化妆-美甲-美睫-半永久培训",[514],{"type":15,"value":515},"美业（化妆 \u002F 美甲 \u002F 美睫 \u002F 半永久培训）",{"type":9,"tag":211,"props":517,"children":518},{},[519,524,529],{"type":9,"tag":215,"props":520,"children":521},{},[522],{"type":15,"value":523},"受\"FAQ 结构权重上升\"影响最大",{"type":9,"tag":215,"props":525,"children":526},{},[527],{"type":15,"value":528},"长尾问句（\"零基础学多久\"\"学完能不能开店\"）是核心战场",{"type":9,"tag":215,"props":530,"children":531},{},[532],{"type":15,"value":533},"参考案例：花泽美学培训学校在长尾问句词上做透了",{"type":9,"tag":77,"props":535,"children":537},{"id":536},"餐饮本地小吃-特色菜馆",[538],{"type":15,"value":539},"餐饮（本地小吃 \u002F 特色菜馆）",{"type":9,"tag":211,"props":541,"children":542},{},[543,548,553],{"type":9,"tag":215,"props":544,"children":545},{},[546],{"type":15,"value":547},"受\"地图数据权重\"影响最大",{"type":9,"tag":215,"props":549,"children":550},{},[551],{"type":15,"value":552},"高德、百度、腾讯三家地图必须全部做好",{"type":9,"tag":215,"props":554,"children":555},{},[556],{"type":15,"value":557},"评价管理是日常动作",{"type":9,"tag":77,"props":559,"children":561},{"id":560},"古风体验汉服-旅拍-跟拍",[562],{"type":15,"value":563},"古风体验（汉服 \u002F 旅拍 \u002F 跟拍）",{"type":9,"tag":211,"props":565,"children":566},{},[567,572,577],{"type":9,"tag":215,"props":568,"children":569},{},[570],{"type":15,"value":571},"受\"内容深度\"和\"长尾问句\"双重影响",{"type":9,"tag":215,"props":573,"children":574},{},[575],{"type":15,"value":576},"需要做好场景化长内容",{"type":9,"tag":215,"props":578,"children":579},{},[580],{"type":15,"value":581},"参考案例：花千谷汉服馆",{"type":9,"tag":77,"props":583,"children":585},{"id":584},"纺织-工贸柯桥工厂为代表",[586],{"type":15,"value":587},"纺织 \u002F 工贸（柯桥工厂为代表）",{"type":9,"tag":211,"props":589,"children":590},{},[591,596,601],{"type":9,"tag":215,"props":592,"children":593},{},[594],{"type":15,"value":595},"受\"内容深度\"影响最大",{"type":9,"tag":215,"props":597,"children":598},{},[599],{"type":15,"value":600},"B 端关键词颗粒细、长尾词价值高",{"type":9,"tag":215,"props":602,"children":603},{},[604],{"type":15,"value":605},"需要建独立官网或落地页",{"type":9,"tag":28,"props":607,"children":608},{},[],{"type":9,"tag":32,"props":610,"children":612},{"id":611},"五对绍兴老板的-3-条建议",[613],{"type":15,"value":614},"五、对绍兴老板的 3 条建议",{"type":9,"tag":77,"props":616,"children":618},{"id":617},"建议-1不要再做灌水内容",[619],{"type":15,"value":620},"建议 1：不要再做\"灌水内容\"",{"type":9,"tag":22,"props":622,"children":623},{},[624,626,631],{"type":15,"value":625},"2026 年再用 2024 年那套\"日更短笔记\"的打法，等于把钱往水里扔。",{"type":9,"tag":44,"props":627,"children":628},{},[629],{"type":15,"value":630},"集中资源做几篇真正有信息量、有结构、有数据的长内容",{"type":15,"value":632},"，远比每天发一堆零散东西有用。",{"type":9,"tag":77,"props":634,"children":636},{"id":635},"建议-2把基础工作放在第一位",[637],{"type":15,"value":638},"建议 2：把基础工作放在第一位",{"type":9,"tag":22,"props":640,"children":641},{},[642],{"type":15,"value":643},"很多老板想跳过\"地图认领\"\"信息填全\"这种基础事，直接做高级动作。\n**结果就是：高级动作做了一堆，基础没做，AI 还是不推。**这是 2026 年最常见的一种浪费。",{"type":9,"tag":77,"props":645,"children":647},{"id":646},"建议-3定期监测-ai-搜索结果",[648],{"type":15,"value":649},"建议 3：定期监测 AI 搜索结果",{"type":9,"tag":22,"props":651,"children":652},{},[653],{"type":15,"value":654},"每周自己打开豆包、通义、文心，搜一搜自己最关心的几个词，记录排名。\n**没有监测，所有 GEO 动作都是盲打。**有监测，才能知道哪个动作有效、哪个无效。",{"type":9,"tag":28,"props":656,"children":657},{},[],{"type":9,"tag":32,"props":659,"children":661},{"id":660},"六写在最后",[662],{"type":15,"value":663},"六、写在最后",{"type":9,"tag":22,"props":665,"children":666},{},[667],{"type":15,"value":668},"AI 搜索的规则会继续变。任何说\"我有独家算法、保证排第一\"的服务商，都建议老板多留个心眼。",{"type":9,"tag":22,"props":670,"children":671},{},[672],{"type":15,"value":673},"我们澍雨科技的做法是：**讲清楚规则的方向，按方向做扎实的基础动作，不承诺数字，不玩黑帽。**长期来看，这是绍兴本地商家最不容易踩坑的路径。",{"type":9,"tag":22,"props":675,"children":676},{},[677,679,684],{"type":15,"value":678},"绍兴市内可以预约",{"type":9,"tag":44,"props":680,"children":681},{},[682],{"type":15,"value":683},"免费上门 GEO 诊断",{"type":15,"value":685},"，2 小时内到店，带你看一遍当前你的店在主流 AI 里的真实排名。",{"type":9,"tag":28,"props":687,"children":688},{},[],{"type":9,"tag":32,"props":690,"children":692},{"id":691},"常见问题",[693],{"type":15,"value":691},{"type":9,"tag":77,"props":695,"children":697},{"id":696},"qai-搜索规则一直变那-geo-是不是没法做",[698],{"type":15,"value":699},"Q：AI 搜索规则一直变，那 GEO 是不是没法做？",{"type":9,"tag":22,"props":701,"children":702},{},[703],{"type":15,"value":704},"A：规则变化是常态，但底层逻辑稳定——AI 始终偏好\"真实、完整、有深度、有结构\"的内容。围绕这四个关键词做内容，不管规则怎么变，方向都不会错。",{"type":9,"tag":77,"props":706,"children":708},{"id":707},"q我现在排第-42026-年只推-3-家是不是没机会了",[709],{"type":15,"value":710},"Q：我现在排第 4，2026 年只推 3 家，是不是没机会了？",{"type":9,"tag":22,"props":712,"children":713},{},[714],{"type":15,"value":715},"A：不是。\"排第 4\"说明你已经在 AI 的候选池里，只是分数还差一点。把内容深度、FAQ 结构、地图数据再补一轮，提到前 3 不难。",{"type":9,"tag":77,"props":717,"children":719},{"id":718},"q那些承诺保证豆包第一的服务商靠谱吗",[720],{"type":15,"value":721},"Q：那些承诺\"保证豆包第一\"的服务商靠谱吗？",{"type":9,"tag":22,"props":723,"children":724},{},[725],{"type":15,"value":726},"A：建议谨慎。AI 搜索没有任何官方排名担保机制，所有\"保证第一\"的话术本质都是营销话术。真正专业的服务商会告诉你\"方法、节奏、可能的范围\"，不会拍胸脯保证具体名次。",{"type":9,"tag":28,"props":728,"children":729},{},[],{"type":9,"tag":32,"props":731,"children":733},{"id":732},"延伸阅读",[734],{"type":15,"value":732},{"type":9,"tag":211,"props":736,"children":737},{},[738,743],{"type":9,"tag":215,"props":739,"children":740},{},[741],{"type":15,"value":742},"《豆包、通义搜\"绍兴 XX 哪家好\"，AI 是怎么挑出推荐名单的》",{"type":9,"tag":215,"props":744,"children":745},{},[746],{"type":15,"value":747},"《GEO 代运营 500 vs 2000 每月，差距到底在哪里》",{"type":9,"tag":28,"props":749,"children":750},{},[],{"type":9,"tag":18,"props":752,"children":753},{},[754],{"type":9,"tag":22,"props":755,"children":756},{},[757,762],{"type":9,"tag":44,"props":758,"children":759},{},[760],{"type":15,"value":761},"澍雨科技 · 绍兴本地 GEO 代运营服务商",{"type":15,"value":763},"\n地址：绍兴市越城区府山街道现代大厦 B201-9 室\n电话：15657557998（可预约上门免费诊断）"]