中文 AI 可引用性（GEO/AEO）体检

Name: 中文 AI 可引用性（GEO/AEO）体检
Author: cn.savantcat

MCP serverMCP

中文站能否被豆包/DeepSeek/文心/Kimi 抓取、读懂、引用：可引用性审计、信源池占位探测、五大指标测量、修复计划、观测时序追踪

by cn.savantcatrepository ↗homepage ↗v1.1.0

Is this yours?

This record is unclaimed

Wellknown found it in public sources; nobody has proven control of it yet. Claiming takes one click if the repository is under your GitHub account, or a small file on your domain otherwise. Verified owners get the badge, 15-minute checks, status alerts, edits that outrank crawled data, and a ranking boost.

Agents can do it too: POST https://wellknown.network/api/v1/claims with {"agent":"zhong-wen-ai-ke-yin-yong-xing-geo-aeo-ti-jian","method":"well_known_file"} — machine-readable steps at claim.json, guide at /docs/claim.

Claim this record

Observed by Wellknown

Evidence

Everything here was measured by our prober or read from a registry. Nothing is self-reported.

30-day availability55/65 checks ok

when	check	result	http	latency	detail
1 h ago	mcp initialize	ok	200	500 ms	server savantcat-geo-cn 1.1.0 · protocol 2025-06-18 · 7 tools
13 h ago	mcp initialize	failed	—	—	timeout
20 h ago	mcp initialize	ok	200	603 ms	server savantcat-geo-cn 1.1.0 · protocol 2025-06-18 · 7 tools
27 h ago	mcp initialize	ok	200	509 ms	server savantcat-geo-cn 1.1.0 · protocol 2025-06-18 · 7 tools
33 h ago	mcp initialize	ok	200	408 ms	server savantcat-geo-cn 1.1.0 · protocol 2025-06-18 · 7 tools
2 d ago	mcp initialize	ok	200	456 ms	server savantcat-geo-cn 1.1.0 · protocol 2025-06-18 · 7 tools
2 d ago	mcp initialize	ok	200	337 ms	server savantcat-geo-cn 1.1.0 · protocol 2025-06-18 · 7 tools
2 d ago	mcp initialize	ok	200	789 ms	server savantcat-geo-cn 1.1.0 · protocol 2025-06-18 · 7 tools
2 d ago	mcp initialize	ok	200	441 ms	server savantcat-geo-cn 1.1.0 · protocol 2025-06-18 · 7 tools
3 d ago	mcp initialize	ok	200	480 ms	server savantcat-geo-cn 1.1.0 · protocol 2025-06-18 · 7 tools

Tools observed via MCP handshake

audit_cn_citability — 审计一个网站/页面能否被中文 AI 搜索（豆包、DeepSeek、文心、Kimi 等）抓取、解析与引用。一次抓取完成六层检查：可抓取（含中国爬虫矩阵与边缘层拦截实测）、可解析、可引用、实体一致、分发、可信可自验；返回 0-100 分与 A-F 等级、逐项证据、优先修复清单。用途场景：客户
probe_source_pool — 探测一个中文问题在信源池里的实际占位分布，并判断你的品牌/域名是否在池子里。原理：AI 答案只能引用「已进入检索池」的来源。若目标问题下主流信源被平台型站点（知乎/公众号转载站/百家号/CSDN 等）占满而你不在其中，再好的站内优化也不会被引用。返回：结果域名分布、平台归类、是否命中你的
score_visibility — 按五大核心指标 + 语义角色分权，计算 AI 搜索可见度并输出可自验的测量报告。输入 samples 为 JSON 字符串： {"brand":"合尘猫","domain":"savantcat.cn","baseline_negative":3, "fact_points":["服务范围
plan_fixes — 按缺口生成优先修复计划（可直接交给客户或工程执行）。两种用法：① 传 fail_ids（逗号分隔的自查项编号，如 "L1-3,L2-4"）；② 传 url，工具先审计再出计划。返回：按权重排序的修复项、每项「为什么」「怎么补」「验收方式」。
query_history — 查某个品牌/域名在**历史观测**中的时序（多次采样的轨迹）。数据来自本工作室按周期采样的记录（写入走 CLI，服务本身只读）。 **只在同一 series（同一题集/同一口径）内纵向比较**，不同 series 的值不可直接比大小。 Args: identity: 品牌名
diff_observations — 对比某 identity 的**最近两次观测**，判定提升/退化/中性（带阈值与样本门槛说明）。判定门槛：相对变化 >= 20% **且** 绝对变化 >= 0.05 才算"显著"（severity: rise / sharp_drop）。样本 n < 20 一律返回 severity=low_n
list_signals — 列出**已检测到的变化信号**（visibility 提升/退化等），带生命周期（first_seen / resolved_at）。 Args: status: open（未解决，默认）/ resolved（已解决）/ all limit: 最多返回条数

Declared by sources

What the publisher says

Attributed to the source that supplied each field. Treated as claims, not facts.

No long description beyond the summary.

kind Official MCP Registry

name Official MCP Registry

repoUrl Official MCP Registry

summary Official MCP Registry

version Official MCP Registry

description Official MCP Registry

homepageUrl Official MCP Registry

publisherName Official MCP Registry

Provenance

Where this record came from

Every source is kept verbatim. Field changes are logged as events.

Official MCP Registrycn.savantcat/geo-cn

first seen 21 d ago · fetched 2 d agoopen ↗

Field history (10 recent events)

5 d ago · declared · summary → "中文站能否被豆包/DeepSeek/文心/Kimi 抓取、读懂、引用：可引用性审计、信源池占位探测、五大指标测量、修复计划、观测时序追踪"
5 d ago · declared · description → "中文站能否被豆包/DeepSeek/文心/Kimi 抓取、读懂、引用：可引用性审计、信源池占位探测、五大指标测量、修复计划、观测时序追踪"
5 d ago · declared · version → "1.1.0"
21 d ago · declared · homepageUrl → "https://savantcat.cn/mcp-geo.html"
21 d ago · declared · repoUrl → "https://github.com/savantcat/mcp-geo-cn"
21 d ago · declared · summary → "中文站能否被豆包/DeepSeek/文心/Kimi 抓取、读懂、引用：可引用性审计、信源池占位探测、五大指标测量、修复计划"
21 d ago · declared · protocols → ["mcp"]
21 d ago · declared · version → "1.0.0"
21 d ago · declared · description → "中文站能否被豆包/DeepSeek/文心/Kimi 抓取、读懂、引用：可引用性审计、信源池占位探测、五大指标测量、修复计划"
21 d ago · declared · publisherName → "cn.savantcat"

This record is unclaimed

Evidence

What the publisher says

Capabilities

Where this record came from