aigclink/geolook

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![License](https://img.shields.io/badge/license-MIT-9184d9) ![Python](https://img.shields.io/badge/python-3.9%2B-9184d9) ![Platform](https://img.shields.io/badge/platform-macOS%20%7C%20Linux-9184d9) ![Deps](https://img.shields.io/badge/deps

<a href="https://www.producthunt.com/products/geolook?embed=true&utm_source=badge-featured&utm_medium=badge&utm_campaign=badge-geolook" target="_blank"><img src="https://api.producthunt.com/widgets/embed-image/v1/featured.svg?post_id=121126

🌐 [公式サイト geolook.cc](https://geolook.cc) · 🔍 [ライブデモ（読み取り専用）](https://geolook.cc/demo/) · 📹 [HD デモ動画 (mp4)](docs/demo.ja.mp4) · 🖼 [全スクリーンショット](docs/screenshots-ja/)

# 1. クローンしてインストール git clone https://github.com/aigclink/geolook.git

git clone https://github.com/aigclink/geolook.git cd geolook pip3 install requests beautifulsoup4 lxml

# 2. ダッシュボードを起動（ブラウザが開きます） python3 scripts/geo.py ui        # → http://127.0.0.1:8765

python3 scripts/geo.py ui        # → http://127.0.0.1:8765

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# 方法 A（推奨）：SSH トンネル。ポートを公開しない ssh -N -L 8765:127.0.0.1:8765 user@your-server   # その後ローカルで http://127.0.0.1:8765 を開く

ssh -N -L 8765:127.0.0.1:8765 user@your-server   # その後ローカルで http://127.0.0.1:8765 を開く

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python3 scripts/geo.py new --url https://example.com --market both

- [@yaojingang](https://github.com/yaojingang)

質問・提案・コラボレーションは [bingqiang2008@gmail.com](mailto:bingqiang2008@gmail.com) まで。[issue](https://github.com/aigclink/geolook/issues) も歓迎。

![License](https://img.shields.io/badge/license-MIT-9184d9) ![Python](https://img.shields.io/badge/python-3.9%2B-9184d9) ![Platform](https://img.shields.io/badge/platform-macOS%20%7C%20Linux-9184d9) ![Deps](https://img.shields.io/badge/deps

<a href="https://www.producthunt.com/products/geolook?embed=true&utm_source=badge-featured&utm_medium=badge&utm_campaign=badge-geolook" target="_blank"><img src="https://api.producthunt.com/widgets/embed-image/v1/featured.svg?post_id=121126

🌐 [Website geolook.cc](https://geolook.cc) · 🔍 [Live demo (read-only)](https://geolook.cc/demo/) · 📹 [HD demo video (mp4)](docs/demo.en.mp4) · 🖼 [All screenshots](docs/screenshots-en/)

<sub>Mirror while DNS propagates: [geolook.cc](https://geolook.cc) · [demo](https://geolook.cc/demo/)</sub>

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# 1. Clone and install git clone https://github.com/aigclink/geolook.git

git clone https://github.com/aigclink/geolook.git cd geolook pip3 install requests beautifulsoup4 lxml

# 2. Start the dashboard (opens your browser) python3 scripts/geo.py ui        # → http://127.0.0.1:8765

python3 scripts/geo.py ui        # → http://127.0.0.1:8765

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# Option A (recommended): SSH tunnel, no port exposed ssh -N -L 8765:127.0.0.1:8765 user@your-server   # then open http://127.0.0.1:8765 locally

ssh -N -L 8765:127.0.0.1:8765 user@your-server   # then open http://127.0.0.1:8765 locally

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python3 scripts/geo.py new --url https://example.com --market both

- [@yaojingang](https://github.com/yaojingang)

Questions, ideas or collaboration — email [bingqiang2008@gmail.com](mailto:bingqiang2008@gmail.com), or open an [issue](https://github.com/aigclink/geolook/issues).

![License](https://img.shields.io/badge/license-MIT-9184d9) ![Python](https://img.shields.io/badge/python-3.9%2B-9184d9) ![Platform](https://img.shields.io/badge/platform-macOS%20%7C%20Linux-9184d9) ![Deps](https://img.shields.io/badge/deps

<a href="https://www.producthunt.com/products/geolook?embed=true&utm_source=badge-featured&utm_medium=badge&utm_campaign=badge-geolook" target="_blank"><img src="https://api.producthunt.com/widgets/embed-image/v1/featured.svg?post_id=121126

🌐 [官网 geolook.cc](https://geolook.cc) · 🔍 [在线演示（只读）](https://geolook.cc/demo/) · 📹 [高清演示视频 (mp4)](docs/demo.mp4) · 🖼 [全部截图](docs/screenshots/)

<sub>域名生效前可用镜像：[geolook.cc](https://geolook.cc) · [演示](https://geolook.cc/demo/)</sub>

# 1. 克隆并安装依赖 git clone https://github.com/aigclink/geolook.git

git clone https://github.com/aigclink/geolook.git cd geolook pip3 install requests beautifulsoup4 lxml

# 2. 启动看板（自动打开浏览器） python3 scripts/geo.py ui        # → http://127.0.0.1:8765

python3 scripts/geo.py ui        # → http://127.0.0.1:8765

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# 方式 A（推荐）：SSH 隧道，不暴露任何端口 ssh -N -L 8765:127.0.0.1:8765 user@your-server # 然后本地浏览器打开 http://127.0.0.1:8765

# 然后本地浏览器打开 http://127.0.0.1:8765

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python3 scripts/geo.py new --url https://example.com --market both

- [@yaojingang](https://github.com/yaojingang)

问题、建议或合作：邮箱 [bingqiang2008@gmail.com](mailto:bingqiang2008@gmail.com)，或提 [issue](https://github.com/aigclink/geolook/issues)。

python3 scripts/geo.py new --url https://example.com --market both

python3 scripts/geo.py ui        # 默认 http://127.0.0.1:8765（前台运行）

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- **不后台采集、不定时任务**。后台脚本只有一行「点图标开侧栏」，一切动作由你在侧栏发起，   关掉侧栏什么都不会发生。 - **数据只进本机**。唯一的网络请求目标是 `http://127.0.0.1:8765`（你自己跑的 GeoLook 看板）。

关掉侧栏什么都不会发生。 - **数据只进本机**。唯一的网络请求目标是 `http://127.0.0.1:8765`（你自己跑的 GeoLook 看板）。   无遥测、无远程代码、不上传任何数据到第三方。

- **数据只进本机**。唯一的网络请求目标是 `http://127.0.0.1:8765`（你自己跑的 GeoLook 看板）。

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const NEWCHAT = {     "chatgpt.com": "https://chatgpt.com/",

"chatgpt.com": "https://chatgpt.com/",

"chat.openai.com": "https://chat.openai.com/",

"claude.ai": "https://claude.ai/new",

"doubao.com": "https://www.doubao.com/chat/",

"perplexity.ai": "https://www.perplexity.ai/",

"gemini.google.com": "https://gemini.google.com/app",

"chatglm.cn": "https://chatglm.cn/main/alltoolsdetail",

"kimi.com": "https://kimi.com/",

"kimi.moonshot.cn": "https://kimi.moonshot.cn/",

"yuanbao.tencent.com": "https://yuanbao.tencent.com/chat/naQivTmsDa",

"metaso.cn": "https://metaso.cn/",

"wenxin.baidu.com": "https://wenxin.baidu.com/",

],   "host_permissions": [     "http://127.0.0.1:8765/*"

"host_permissions": [     "http://127.0.0.1:8765/*"   ],

"http://127.0.0.1:8765/*"

{       "matches": [         "https://chatgpt.com/*",

"matches": [         "https://chatgpt.com/*",         "https://chat.openai.com/*",

"https://chatgpt.com/*",

"https://chat.openai.com/*",

"https://claude.ai/*",

"https://www.doubao.com/*",

"https://doubao.com/*",

"https://www.perplexity.ai/*",

"https://perplexity.ai/*",

"https://gemini.google.com/*",

"https://www.google.com/*",

"https://chatglm.cn/*",

"https://kimi.com/*",

"https://www.kimi.com/*",

"https://kimi.moonshot.cn/*",

"https://yuanbao.tencent.com/*",

"https://yiyan.baidu.com/*",

"https://chat.baidu.com/*",

"https://www.n.cn/*",

"https://bot.n.cn/*",

"https://metaso.cn/*",

"https://wenxin.baidu.com/*"

#!/usr/bin/env bash

#   ./sandbox.sh             一次性沙箱：从模板复制并清空站点数据，用完即弃 #   ./sandbox.sh --keep      持久沙箱：登录态保留，必须登录的引擎用这个 #   ./sandbox.sh --keep https://www.doubao.com/chat/     直接打开某引擎

#   ./sandbox.sh --keep      持久沙箱：登录态保留，必须登录的引擎用这个 #   ./sandbox.sh --keep https://www.doubao.com/chat/     直接打开某引擎 #   ./sandbox.sh --check     自检：模板、扩展、看板是否都就位

#   ./sandbox.sh --keep https://www.doubao.com/chat/     直接打开某引擎

echo "✗ 日常 Chrome 不支持自动装载扩展——跑 ./sandbox.sh --init 手动装一次"; RC=1     fi     if curl -fsS -m 3 http://127.0.0.1:8765/api/projects >/dev/null 2>&1; then

fi     if curl -fsS -m 3 http://127.0.0.1:8765/api/projects >/dev/null 2>&1; then       echo "✓ 看板在线（127.0.0.1:8765）"

if curl -fsS -m 3 http://127.0.0.1:8765/api/projects >/dev/null 2>&1; then

rm -rf "$TEMPLATE"; echo "模板已删除：$TEMPLATE（下次跑 --init 重建）"; exit 0 ;;

trap 'rm -rf "$PROFILE"' EXIT

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rm -rf "$PROFILE/Default/$junk"

<div class="card">   <div class="row"><input id="server" placeholder="http://127.0.0.1:8765" value="http://127.0.0.1:8765">

<div class="row"><input id="server" placeholder="http://127.0.0.1:8765" value="http://127.0.0.1:8765">

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function serverUrl() { return $("#server").value.trim().replace(/\/$/, "") || "http://127.0.0.1:8765"; }

async function apiGet(path) {   const r = await fetch(serverUrl() + path);

const r = await fetch(serverUrl() + path);

try {       const nc = await chrome.tabs.sendMessage(RUN.tabId, { type: "geolook-newchat" });

const nc = await chrome.tabs.sendMessage(RUN.tabId, { type: "geolook-newchat" });

if (nc && nc.url) { await chrome.tabs.update(RUN.tabId, { url: nc.url }); await sleep(3500); }

if (!SAMPLES.length) { $("#upmsg").textContent = "还没有已采集的样本"; return; }   try {     const r = await fetch(`${serverUrl()}/api/collect/${slug()}`, {

try {     const r = await fetch(`${serverUrl()}/api/collect/${slug()}`, {       method: "POST", headers: { "Content-Type": "application/json" },

const r = await fetch(`${serverUrl()}/api/collect/${slug()}`, {

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const CFT = os.homedir() + "/Library/Caches/ms-playwright/chromium-1228/chrome-mac-arm64/" +   "Google Chrome for Testing.app/Contents/MacOS/Google Chrome for Testing"; const FIXTURE = "http://localhost:8614/test/fixture.html";

"Google Chrome for Testing.app/Contents/MacOS/Google Chrome for Testing"; const FIXTURE = "http://localhost:8614/test/fixture.html"; const DASH = "http://127.0.0.1:8765";

const FIXTURE = "http://localhost:8614/test/fixture.html";

const DASH = "http://127.0.0.1:8765";

fs.copyFileSync(path.join(SRC, f), path.join(dir, f));   const mf = JSON.parse(fs.readFileSync(path.join(dir, "manifest.json"), "utf8"));   mf.content_scripts[0].matches.push("http://localhost:8614/*");

const mf = JSON.parse(fs.readFileSync(path.join(dir, "manifest.json"), "utf8"));   mf.content_scripts[0].matches.push("http://localhost:8614/*");   fs.writeFileSync(path.join(dir, "manifest.json"), JSON.stringify(mf, null, 2));

mf.content_scripts[0].matches.push("http://localhost:8614/*");

const pong = await sw.evaluate(async () => {     const tabs = await chrome.tabs.query({ url: "http://localhost:8614/*" });

const tabs = await chrome.tabs.query({ url: "http://localhost:8614/*" });

console.log("【7】看板侧确认");   const r = await (await fetch(`${DASH}/api/samples/aigclink?limit=5`)).json();

const r = await (await fetch(`${DASH}/api/samples/aigclink?limit=5`)).json();

]; const CITES = [   ["https://zhuanlan.zhihu.com/p/000000", "AI 售前工具横评"],

const CITES = [   ["https://zhuanlan.zhihu.com/p/000000", "AI 售前工具横评"],   ["https://blog.csdn.net/example/article/details/1", "方案自动生成实践"],

["https://zhuanlan.zhihu.com/p/000000", "AI 售前工具横评"],

["https://blog.csdn.net/example/article/details/1", "方案自动生成实践"],

["https://custom.aigclink.ai/", "AIGCLINK定制家 官网"],

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# 数据（约 430KB，只需这一个 mart） curl -sLO https://raw.githubusercontent.com/yaojingang/geo-citation-lab/main/03-cn-geo-citation-dataset/data/marts/source_visibility.parquet

curl -sLO https://raw.githubusercontent.com/yaojingang/geo-citation-lab/main/03-cn-geo-citation-dataset/data/marts/source_visibility.parquet

curl -sLO https://raw.githubusercontent.com/yaojingang/geo-citation-lab/main/03-cn-geo-citation-dataset/data/reference/source_types.csv

<script type="application/ld+json"> {   "@context": "https://schema.org",

{   "@context": "https://schema.org",   "@type": "Organization",

"@context": "https://schema.org",

"name": "品牌规范名",   "alternateName": ["别名1", "别名2"],   "url": "https://example.com",

"alternateName": ["别名1", "别名2"],   "url": "https://example.com",   "logo": "https://example.com/logo.png",

"url": "https://example.com",

"logo": "https://example.com/logo.png",

## 重要页面 - [产品总览](https://example.com/product): 一句话说明

- [产品总览](https://example.com/product): 一句话说明

- [价格](https://example.com/pricing): 一句话说明

- [文档](https://docs.example.com): 一句话说明

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| 资料 | 地址 | 什么时候用 | |---|---|---| | GEO Citation Lab（数据总仓） | https://github.com/yaojingang/geo-citation-lab | 要复算或查原始口径 |

|---|---|---| | GEO Citation Lab（数据总仓） | https://github.com/yaojingang/geo-citation-lab | 要复算或查原始口径 | | 海外跨平台实验 3 分钟速读 | `01-geo-experiment-data-report/QUICK_REPORT.md` | **最高性价比**，`method.md` 的数字主要来自这里 |

| GEO Citation Lab（数据总仓） | https://github.com/yaojingang/geo-citation-lab | 要复算或查原始口径 |

| 国内 AI 引用偏好数据集 CN-GEO | `03-cn-geo-citation-dataset/` | 查国内平台/信源分布，21.4 万条引用记录 | | 海外 AI 引用偏好数据集 | `01-geo-experiment-data-report/` | 做海外市场时的信源判据 | | 论文：Citation Selection → Absorption | https://arxiv.org/abs/2604.25707 | 海外三平台实验，`method.m

| 海外 AI 引用偏好数据集 | `01-geo-experiment-data-report/` | 做海外市场时的信源判据 | | 论文：Citation Selection → Absorption | https://arxiv.org/abs/2604.25707 | 海外三平台实验，`method.md` 第 2 节数字的出处 | | 论文：中文生成式搜索引用什么 | https://arxiv.org/pdf/2607.15771 | 国内四产品八界面，Web

| 论文：Citation Selection → Absorption | https://arxiv.org/abs/2604.25707 | 海外三平台实验，`method.md` 第 2 节数字的出处 |

| 论文：中文生成式搜索引用什么 | https://arxiv.org/pdf/2607.15771 | 国内四产品八界面，Web/App 差异的出处 |

git clone --depth 1 https://github.com/yaojingang/geo-citation-lab.git

单文件取：`https://raw.githubusercontent.com/yaojingang/geo-citation-lab/main/<路径>`

| 资料 | 地址 | 说明 | |---|---|---| | yao-geo-skills（21 个细分 skill） | https://github.com/yaojingang/yao-geo-skills | 需要某个环节的**更细方法**时去查对应 `skills/<id>/SKILL.md` |

|---|---|---| | yao-geo-skills（21 个细分 skill） | https://github.com/yaojingang/yao-geo-skills | 需要某个环节的**更细方法**时去查对应 `skills/<id>/SKILL.md` | | **GEORank**（开源 GEO 工作台） | https://github.com/yaojingang/GEORank | 见下方说明 |

| yao-geo-skills（21 个细分 skill） | https://github.com/yaojingang/yao-geo-skills | 需要某个环节的**更细方法**时去查对应 `skills/<id>/SKILL.md` |

| **GEORank**（开源 GEO 工作台） | https://github.com/yaojingang/GEORank | 见下方说明 |

| GEORankHub（官方演示站） | https://georankhub.com | 不想自建时的在线入口 |

| GEOFlow（开源 GEO 运营系统） | https://github.com/yaojingang/GEOFlow | 要上规模化内容生产/分发平台时才需要，Laravel + Docker |

| GEO 资源专题 | https://tok123.cc/collections/geo-resources-and-services | 工具与服务商索引 |

| 资料 | 地址 | |---|---| | 《国内生成式AI引用生态全景报告》 | https://doc.laoyao.cn/qty18p |

|---|---| | 《国内生成式AI引用生态全景报告》 | https://doc.laoyao.cn/qty18p | | 《信源偏好分析报告》 | https://doc.laoyao.cn/krgovd |

| 《国内生成式AI引用生态全景报告》 | https://doc.laoyao.cn/qty18p |

| 《信源偏好分析报告》 | https://doc.laoyao.cn/krgovd |

| 《GEO白皮书》 | https://yaojingang.feishu.cn/docx/Jv85dXAeZoKJ7exJi4Yc4Edrnhf |

| 《GEO红皮书》 | https://yaojingang.feishu.cn/wiki/Otqtw0HFbiNeCMkjKalcFkoJnpf |

| 《GEO蓝皮书》 | https://yaojingang.feishu.cn/wiki/MwkiwPDqCiHGwVk2uOtcNUlrnnf |

| 《GEO到底是什么》 | https://mp.weixin.qq.com/s/GXuu0Hku-j-8ona5yzQSvA |

| 《从SEO到GEO，从流量到Agent》 | https://mp.weixin.qq.com/s/2P_zSjJkybl-rAyZjMIQAw |

| 《从AI搜索逻辑到GEOFlow落地实战》 | https://mp.weixin.qq.com/s/8Lyrzux7WacHjiHx_P9Fbg |

| 《一文讲透GEO内容工程》 | https://mp.weixin.qq.com/s/0ZZ5je2-W83HY7RtmsYkJA |

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AI_UA_PROBES = {     "GPTBot": "Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko); compatible; "               "GPTBot/1.2; +https://openai.com/gptbot",

"GPTBot": "Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko); compatible; "               "GPTBot/1.2; +https://openai.com/gptbot",     "ClaudeBot": "Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko); compatible; "

"GPTBot/1.2; +https://openai.com/gptbot",

"ClaudeBot/1.0; +claudebot@anthropic.com",     "PerplexityBot": "Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko); compatible; "                      "PerplexityBot/1.0; +https://perplexity.ai/perplexitybot",

"PerplexityBot": "Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko); compatible; "                      "PerplexityBot/1.0; +https://perplexity.ai/perplexitybot",     "Bytespider": "Mozilla/5.0 (Linux; Android 5.0) AppleWebKit/537.36 (KHTM

"PerplexityBot/1.0; +https://perplexity.ai/perplexitybot",

if not G.robots_decision(groups, bot, "/")[0]:             continue         res = G.fetch(root, timeout=10, retries=0, ua=ua)

continue         res = G.fetch(root, timeout=10, retries=0, ua=ua)         probe[bot] = res["status"]

res = G.fetch(root, timeout=10, retries=0, ua=ua)

if bots_denied:             robots_blocked.append({"url": u, "bots": bots_denied})         res = G.fetch(u, timeout=10, retries=0)

robots_blocked.append({"url": u, "bots": bots_denied})         res = G.fetch(u, timeout=10, retries=0)         if res["status"] != 200:

res = G.fetch(u, timeout=10, retries=0)

elif "SSLError" in errors:         lines.append("→ TLS 证书链问题：浏览器会自动补中间证书，Python 不会。"                      "用 https://www.ssllabs.com/ssltest/ 检查并补齐中间证书（Chain issues）")

lines.append("→ TLS 证书链问题：浏览器会自动补中间证书，Python 不会。"                      "用 https://www.ssllabs.com/ssltest/ 检查并补齐中间证书（Chain issues）")     elif "ConnectionError" in errors or "ConnectTimeout" in errors or "ReadTimeout" in errors:

"用 https://www.ssllabs.com/ssltest/ 检查并补齐中间证书（Chain issues）")

home = G.fetch(root)

def crawl_one(i: int, u: str) -> dict:         res = home if u.rstrip("/") == root else G.fetch(u)

res = home if u.rstrip("/") == root else G.fetch(u)

Executable file

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threading.Thread(target=_monitor_loop, daemon=True).start()     srv = ThreadingHTTPServer((host, port), Handler)     url = f"http://{'127.0.0.1' if host == '0.0.0.0' else host}:{port}/"

srv = ThreadingHTTPServer((host, port), Handler)     url = f"http://{'127.0.0.1' if host == '0.0.0.0' else host}:{port}/"     G.info(f"看板已启动：{url}（Ctrl+C 退出）"

url = f"http://{'127.0.0.1' if host == '0.0.0.0' else host}:{port}/"

Executable file

Executable file

Executable file

url = f"https://suggestion.baidu.com/su?wd={quote(q)}&ie=utf-8&oe=utf-8"     r = requests.get(url, headers=UA, timeout=timeout)

r = requests.get(url, headers=UA, timeout=timeout)

url = (f"https://suggestqueries.google.com/complete/search"            f"?client=firefox&hl={hl}&q={quote(q)}")     r = requests.get(url, headers=UA, timeout=timeout)

f"?client=firefox&hl={hl}&q={quote(q)}")     r = requests.get(url, headers=UA, timeout=timeout)     data = json.loads(r.text)

r = requests.get(url, headers=UA, timeout=timeout)

Executable file

org = {         "@context": "https://schema.org", "@type": "Organization",

"@context": "https://schema.org", "@type": "Organization",

app = {         "@context": "https://schema.org", "@type": "SoftwareApplication",

"@context": "https://schema.org", "@type": "SoftwareApplication",

faq = {"@context": "https://schema.org", "@type": "FAQPage", "mainEntity": [

article = {         "@context": "https://schema.org", "@type": "Article",

"@context": "https://schema.org", "@type": "Article",

breadcrumb = {"@context": "https://schema.org", "@type": "BreadcrumbList", "itemListElement": [

#!/usr/bin/env python3

python3 scripts/geo.py init --url https://example.com --name 品牌名

name = a.name     if not name and url:         res = G.fetch(url)

if not name and url:         res = G.fetch(url)         if res["html"]:

res = G.fetch(url)

Executable file

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def fetch(url: str, timeout: int = 12, retries: int = 1, ua: str | None = None) -> dict:

headers["Accept"] = ("text/html,application/xhtml+xml,application/xml;"                                      "q=0.9,image/avif,image/webp,*/*;q=0.8")             r = requests.get(

"q=0.9,image/avif,image/webp,*/*;q=0.8")             r = requests.get(                 url,

r = requests.get(

def fetch_text(url: str, timeout: int = 8) -> str:     try:         r = requests.get(url, timeout=timeout, headers={"User-Agent": UA})

try:         r = requests.get(url, timeout=timeout, headers={"User-Agent": UA})         if r.status_code == 200:

r = requests.get(url, timeout=timeout, headers={"User-Agent": UA})

Executable file

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Executable file

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"cfg": [("repo", "owner/repo"), ("branch", "main"), ("dir", "docs/geo")],         "note": "Contents API 提交 markdown 到你的仓库（配 Pages/静态站即上线）",         "guide": {"url": 'https://github.com/settings/tokens', "steps": ['github.com/settings/tokens

"note": "Contents API 提交 markdown 到你的仓库（配 Pages/静态站即上线）",         "guide": {"url": 'https://github.com/settings/tokens', "steps": ['github.com/settings/tokens 生成 Token（Fine-grained 或 classic 勾 repo 权限），只授权目标仓库', 'GITHUB_TOKEN 填生成的 token；rep

"guide": {"url": 'https://github.com/settings/tokens', "steps": ['github.com/settings/tokens 生成 Token（Fine-grained 或 classic 勾 repo 权限），只授权目标仓库', 'GITHUB_TOKEN 填生成的 token；repo 填 owner/repo，dir 是仓库内目录', '仓库开 GitHub Pages（Settings→Pages）后，文章提

"wordpress": {         "name": "WordPress", "market": "general", "env": ["WP_USER", "WP_APP_PASSWORD"],         "cfg": [("site_url", "https://blog.example.com")],

"name": "WordPress", "market": "general", "env": ["WP_USER", "WP_APP_PASSWORD"],         "cfg": [("site_url", "https://blog.example.com")],         "note": "REST API 新建草稿文章，登录后台确认后再发布",

"cfg": [("site_url", "https://blog.example.com")],

"note": "REST API 新建草稿文章，登录后台确认后再发布",         "guide": {"url": 'https://wordpress.org/documentation/article/application-passwords/', "steps": ['WP 后台 → 用户 → 个人资料 → 底部「应用程序密码」生成一个（需 WP 5.6+）', 'WP_USER 填登录用户名，WP_APP_PASSWORD 填生成的密码（含空格原样填）',

"guide": {"url": 'https://wordpress.org/documentation/article/application-passwords/', "steps": ['WP 后台 → 用户 → 个人资料 → 底部「应用程序密码」生成一个（需 WP 5.6+）', 'WP_USER 填登录用户名，WP_APP_PASSWORD 填生成的密码（含空格原样填）', 'site_url 填站点根地址；发布后是草稿，登录后台确认再对外']},

"cfg": [("thumb_media_id", "永久素材封面 media_id（草稿必需）")],         "note": "新建草稿，需在公众号后台预览并群发；服务器 IP 要在白名单",         "guide": {"url": 'https://mp.weixin.qq.com', "steps": ['公众号后台 → 设置与开发 → 基本配置：拿 AppID / AppSecret', '同页「IP 白名单」加上本机出口 IP（不加会报 401

"note": "新建草稿，需在公众号后台预览并群发；服务器 IP 要在白名单",         "guide": {"url": 'https://mp.weixin.qq.com', "steps": ['公众号后台 → 设置与开发 → 基本配置：拿 AppID / AppSecret', '同页「IP 白名单」加上本机出口 IP（不加会报 40164）', '素材库上传一张封面图，拿永久素材 media_id 填 thumb_media_id（草稿必需）', '发布后

"guide": {"url": 'https://mp.weixin.qq.com', "steps": ['公众号后台 → 设置与开发 → 基本配置：拿 AppID / AppSecret', '同页「IP 白名单」加上本机出口 IP（不加会报 40164）', '素材库上传一张封面图，拿永久素材 media_id 填 thumb_media_id（草稿必需）', '发布后到后台「草稿箱」预览、群发']},

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"cfg": [("link_url", "文章公开链接（留空则自动用该文件最近一次 GitHub/WordPress 发布的 URL）")],         "note": "API v2 发一条「标题 + 摘要 + 链接」的推文引流，不是发全文；developer.x.com 建应用取四个凭证",         "guide": {"url": 'https://developer.x.com/en/portal/dashboard', "steps": ['deve

"note": "API v2 发一条「标题 + 摘要 + 链接」的推文引流，不是发全文；developer.x.com 建应用取四个凭证",         "guide": {"url": 'https://developer.x.com/en/portal/dashboard', "steps": ['developer.x.com 申请开发者账号（Free 档即可发推），创建一个 App', 'App 的 User authentication settings 里开

"guide": {"url": 'https://developer.x.com/en/portal/dashboard', "steps": ['developer.x.com 申请开发者账号（Free 档即可发推），创建一个 App', 'App 的 User authentication settings 里开启 Read and Write 权限', 'Keys and tokens 页生成四个值：API Key/Secret（Consumer）+ Access T

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"cfg": [("subreddit", "发到哪个 subreddit（不带 r/）")],         "note": "script 应用密码授权，markdown 全文作为 self-post；注意目标社区的自我推广规则",         "guide": {"url": 'https://www.reddit.com/prefs/apps', "steps": ['reddit.com/prefs/apps → create app → 类型选「script

"note": "script 应用密码授权，markdown 全文作为 self-post；注意目标社区的自我推广规则",         "guide": {"url": 'https://www.reddit.com/prefs/apps', "steps": ['reddit.com/prefs/apps → create app → 类型选「script」', 'REDDIT_CLIENT_ID 是应用名下方那串字符，SECRET 在旁边', '用户名密码就是登录凭

"guide": {"url": 'https://www.reddit.com/prefs/apps', "steps": ['reddit.com/prefs/apps → create app → 类型选「script」', 'REDDIT_CLIENT_ID 是应用名下方那串字符，SECRET 在旁边', '用户名密码就是登录凭证；账号开了两步验证会失败，建议用专用账号', 'subreddit 先用自己的主页社区（u_你的用户名）试发，再进目标社区——先读对方的自我

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"Accept": "application/vnd.github+json"}     url = f"https://api.github.com/repos/{repo}/contents/{path}"     body = {"message": f"geo: publish {title}", "branch": branch,

url = f"https://api.github.com/repos/{repo}/contents/{path}"

body = {"message": f"geo: publish {title}", "branch": branch,             "content": base64.b64encode(text.encode()).decode()}     r0 = requests.get(url, headers=H, params={"ref": branch}, timeout=30)

"content": base64.b64encode(text.encode()).decode()}     r0 = requests.get(url, headers=H, params={"ref": branch}, timeout=30)     if r0.status_code == 200:  # 已存在→更新

r0 = requests.get(url, headers=H, params={"ref": branch}, timeout=30)

if r0.status_code == 200:  # 已存在→更新         body["sha"] = r0.json().get("sha")     r = requests.put(url, headers=H, json=body, timeout=30)

body["sha"] = r0.json().get("sha")     r = requests.put(url, headers=H, json=body, timeout=30)     if r.status_code in (200, 201):

r = requests.put(url, headers=H, json=body, timeout=30)

if not site:         return {"ok": False, "error": "先在设置里配置 site_url"}     r = requests.post(f"{site}/wp-json/wp/v2/posts",

return {"ok": False, "error": "先在设置里配置 site_url"}     r = requests.post(f"{site}/wp-json/wp/v2/posts",                       auth=(os.environ["WP_USER"], os.environ["WP_APP_PASSWORD"]),

r = requests.post(f"{site}/wp-json/wp/v2/posts",

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if not thumb:         return {"ok": False, "error": "缺封面：先在设置里配置 thumb_media_id（永久素材）"}     tr = requests.get("https://api.weixin.qq.com/cgi-bin/token",

return {"ok": False, "error": "缺封面：先在设置里配置 thumb_media_id（永久素材）"}     tr = requests.get("https://api.weixin.qq.com/cgi-bin/token",                       params={"grant_type": "client_credential",

tr = requests.get("https://api.weixin.qq.com/cgi-bin/token",

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def _pub_webhook(cfg, text, title, fname):     r = requests.post(os.environ["PUBLISH_WEBHOOK_URL"],

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if link:         tweet += "\n" + link     hdr = _oauth1_header("POST", "https://api.x.com/2/tweets",

tweet += "\n" + link     hdr = _oauth1_header("POST", "https://api.x.com/2/tweets",                          os.environ["X_API_KEY"], os.environ["X_API_SECRET"],

hdr = _oauth1_header("POST", "https://api.x.com/2/tweets",

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r = requests.post("https://api.x.com/2/tweets", json={"text": tweet},

if r.status_code == 201:         tid = (r.json().get("data") or {}).get("id", "")         return {"ok": True, "url": f"https://x.com/i/web/status/{tid}" if tid else "",

tid = (r.json().get("data") or {}).get("id", "")         return {"ok": True, "url": f"https://x.com/i/web/status/{tid}" if tid else "",                 "note": "" if link else "未带回链（该文件还没有长文渠道的公开 URL）"}

return {"ok": True, "url": f"https://x.com/i/web/status/{tid}" if tid else "",

return {"ok": False, "error": "先在设置里配置 subreddit"}     ua = "geolook-publisher/0.1 by " + os.environ["REDDIT_USERNAME"]     tok = requests.post(

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tok = requests.post(

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return {"ok": False, "error": f"取 token 失败 HTTP {tok.status_code}: {tok.text[:150]}"}     r = requests.post(         "https://oauth.reddit.com/api/submit",

r = requests.post(

"https://oauth.reddit.com/api/submit",

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Executable file

Executable file

"glm": {         "name": "智谱GLM", "market": "cn",         "base": "https://open.bigmodel.cn/api/paas/v4",

"base": "https://open.bigmodel.cn/api/paas/v4",

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"name": "豆包(方舟API)", "market": "cn",         "protocol": "ark",         "base": "https://ark.cn-beijing.volces.com/api/v3",

"protocol": "ark",         "base": "https://ark.cn-beijing.volces.com/api/v3",         "model": "doubao-seed-1-6-250615",

"base": "https://ark.cn-beijing.volces.com/api/v3",

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"deepseek": {         "name": "DeepSeek", "market": "cn",         "base": "https://api.deepseek.com/v1",

"name": "DeepSeek", "market": "cn",         "base": "https://api.deepseek.com/v1",         "model": "deepseek-v4-flash",

"base": "https://api.deepseek.com/v1",

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"kimi": {         "name": "Kimi", "market": "cn",         "base": "https://api.moonshot.cn/v1",

"name": "Kimi", "market": "cn",         "base": "https://api.moonshot.cn/v1",         "model": "kimi-k2-0905-preview",

"base": "https://api.moonshot.cn/v1",

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"minimax": {         "name": "MiniMax", "market": "cn",         "base": "https://api.minimaxi.com/v1",

"name": "MiniMax", "market": "cn",         "base": "https://api.minimaxi.com/v1",         "model": "MiniMax-M2",

"base": "https://api.minimaxi.com/v1",

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"gemini": {         "name": "Gemini", "market": "global",         "base": "https://generativelanguage.googleapis.com/v1beta/openai",

"name": "Gemini", "market": "global",         "base": "https://generativelanguage.googleapis.com/v1beta/openai",         "model": "gemini-2.5-flash",

"base": "https://generativelanguage.googleapis.com/v1beta/openai",

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"openai": {         "name": "OpenAI(ChatGPT)", "market": "global",         "base": os.environ.get("OPENAI_BASE_URL", "https://api.openai.com/v1"),

"name": "OpenAI(ChatGPT)", "market": "global",         "base": os.environ.get("OPENAI_BASE_URL", "https://api.openai.com/v1"),         "model": "gpt-4o-mini",

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"name": "Claude", "market": "global",         "protocol": "anthropic",         "base": "https://api.anthropic.com/v1",

"protocol": "anthropic",         "base": "https://api.anthropic.com/v1",         "model": "claude-sonnet-5",

"base": "https://api.anthropic.com/v1",

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"grok": {         "name": "Grok", "market": "global",         "base": "https://api.x.ai/v1",

"name": "Grok", "market": "global",         "base": "https://api.x.ai/v1",         "model": "grok-3-mini",

"base": "https://api.x.ai/v1",

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"perplexity": {         "name": "Perplexity", "market": "global",         "base": "https://api.perplexity.ai",

"name": "Perplexity", "market": "global",         "base": "https://api.perplexity.ai",         "model": "sonar",

"base": "https://api.perplexity.ai",

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try:         r = requests.post(f"{p['base']}/responses", headers=H,                           json={"model": _p_model(p), "input": question,

r = requests.post(f"{p['base']}/responses", headers=H,

try:  # 降级：不联网的普通对话         r = requests.post(f"{p['base']}/chat/completions", headers=H,

r = requests.post(f"{p['base']}/chat/completions", headers=H,

for attempt in range(len(delays) + 1):         try:             r = requests.post(

try:             r = requests.post(                 f"{p['base']}/messages",

r = requests.post(

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for attempt in range(len(delays) + 1):         try:             r = requests.post(

try:             r = requests.post(                 f"{p['base']}/chat/completions",

r = requests.post(

#!/usr/bin/env bash

cat > "$PLIST" <<EOF <?xml version="1.0" encoding="UTF-8"?> <!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">

<?xml version="1.0" encoding="UTF-8"?> <!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd"> <plist version="1.0"><dict>

<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">

launchctl bootstrap "gui/$UID_N" "$PLIST"     sleep 2     if curl -fsS -m 5 http://127.0.0.1:8765/api/projects >/dev/null 2>&1; then

sleep 2     if curl -fsS -m 5 http://127.0.0.1:8765/api/projects >/dev/null 2>&1; then       echo "✓ 已注册常驻服务：$LABEL"

if curl -fsS -m 5 http://127.0.0.1:8765/api/projects >/dev/null 2>&1; then

echo "✓ 已注册常驻服务：$LABEL"       echo "  http://127.0.0.1:8765 · 登录自启 · 崩溃自动拉起 · 日志 $LOG"       echo "  关闭 Claude / 终端都不影响；卸载：./service.sh uninstall"

echo "  http://127.0.0.1:8765 · 登录自启 · 崩溃自动拉起 · 日志 $LOG"

rm -f "$PLIST" ;;

PID=$(launchctl print "gui/$UID_N/$LABEL" 2>/dev/null | awk '/pid =/{print $3}')       echo "✓ 常驻服务运行中（pid ${PID:-?}）"       curl -fsS -m 3 http://127.0.0.1:8765/api/projects >/dev/null 2>&1 \

echo "✓ 常驻服务运行中（pid ${PID:-?}）"       curl -fsS -m 3 http://127.0.0.1:8765/api/projects >/dev/null 2>&1 \         && echo "✓ 看板可访问：http://127.0.0.1:8765" || echo "✗ 端口无响应，看日志：$LOG"

curl -fsS -m 3 http://127.0.0.1:8765/api/projects >/dev/null 2>&1 \

&& echo "✓ 看板可访问：http://127.0.0.1:8765" || echo "✗ 端口无响应，看日志：$LOG"

Executable file

t = _t(next(seq), "P0", "页面技术", "修复前端渲染空壳页（SSR / 预渲染）",                "静态 HTML 无正文，多数 AI 抓取器看到的是空白页——国内官网最常见致命伤（method.md 可抓取性）",                "对受影响路由启用 SSR 或预渲染，确保 curl 拿到的 HTML 含完整正文",

"静态 HTML 无正文，多数 AI 抓取器看到的是空白页——国内官网最常见致命伤（method.md 可抓取性）",                "对受影响路由启用 SSR 或预渲染，确保 curl 拿到的 HTML 含完整正文",                "开发", "M", {"type": "auto", "check": "pages.static_text",

"对受影响路由启用 SSR 或预渲染，确保 curl 拿到的 HTML 含完整正文",

// 非 2xx 也尽量读 body：服务端错误响应带具体原因（如「缺凭证：GITHUB_TOKEN」）， // 只报 HTTP 状态码会把可行动的信息丢掉 const api=async(u,o)=>{try{const r=await fetch(u,o);const j=await r.json().catch(()=>null);

// 只报 HTTP 状态码会把可行动的信息丢掉 const api=async(u,o)=>{try{const r=await fetch(u,o);const j=await r.json().catch(()=>null);   if(!r.ok)return (j&&j.error)?j:{error:`HTTP ${r.status}`};

const api=async(u,o)=>{try{const r=await fetch(u,o);const j=await r.json().catch(()=>null);

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} async function editSheet(name){   const r=await fetch(`/files/${SLUG}/samples/${encodeURIComponent(name)}`);

async function editSheet(name){   const r=await fetch(`/files/${SLUG}/samples/${encodeURIComponent(name)}`);   if(!r.ok){toast('采样表不存在','err');return}

const r=await fetch(`/files/${SLUG}/samples/${encodeURIComponent(name)}`);

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</div>`       :`<div class="muted" style="font-size:12px">已配置引擎：国内 ${okCn} 个 · 海外 ${okGl} 个（可在「设置」增改）${(ST.obMkt||'both')!=='global'&&!okCn?'——注意国内市场尚无可用 Key':''}${(ST.obMkt||'both')!=='cn'&&!okGl?'——注意海外市场尚无可用 Key':''}</div>`}       <div c

:`<div class="muted" style="font-size:12px">已配置引擎：国内 ${okCn} 个 · 海外 ${okGl} 个（可在「设置」增改）${(ST.obMkt||'both')!=='global'&&!okCn?'——注意国内市场尚无可用 Key':''}${(ST.obMkt||'both')!=='cn'&&!okGl?'——注意海外市场尚无可用 Key':''}</div>`}       <div class="field"><

<div class="field"><label>官网域名 *</label><input id="ob-url" class="input" placeholder="https://example.com" value="${esc(ST.obUrl||'')}"></div>

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CFG = {     "brand": {"name": "Acme", "site": "https://www.acme.com", "aliases": []},

"brand": {"name": "Acme", "site": "https://www.acme.com", "aliases": []},

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def make_page(url="https://example.com/", text="", wc=None, **kw):

def test_functional_page_exempt(self):         r = A.score_page(make_page(url="https://example.com/login", text=SPA_TEXT), [])

r = A.score_page(make_page(url="https://example.com/login", text=SPA_TEXT), [])

def test_functional_page_case_insensitive(self):         r = A.score_page(make_page(url="https://example.com/Auth/SignIn", text=SPA_TEXT), [])

r = A.score_page(make_page(url="https://example.com/Auth/SignIn", text=SPA_TEXT), [])

def test_normal_low_page_still_spa(self):         r = A.score_page(make_page(url="https://example.com/products", text=SPA_TEXT), [])

r = A.score_page(make_page(url="https://example.com/products", text=SPA_TEXT), [])

def test_contact_page_is_functional(self):         r = A.score_page(make_page(url="https://example.com/contact", text=SPA_TEXT), [])

r = A.score_page(make_page(url="https://example.com/contact", text=SPA_TEXT), [])

class TestNormalizeUrl(unittest.TestCase):     def test_strips_tracking_params(self):         u = G.normalize_url("https://example.com/", "/p?utm_source=x&fbclid=y&id=42&gclid=z")

def test_strips_tracking_params(self):         u = G.normalize_url("https://example.com/", "/p?utm_source=x&fbclid=y&id=42&gclid=z")         self.assertEqual(u, "https://example.com/p?id=42")

u = G.normalize_url("https://example.com/", "/p?utm_source=x&fbclid=y&id=42&gclid=z")

self.assertEqual(u, "https://example.com/p?id=42")

def test_strips_ref_spm(self):         u = G.normalize_url("https://example.com/", "https://example.com/a?ref=nav&spm=1.2.3&lang=zh")

u = G.normalize_url("https://example.com/", "https://example.com/a?ref=nav&spm=1.2.3&lang=zh")

self.assertEqual(u, "https://example.com/a?lang=zh")

def test_no_query_unchanged(self):         u = G.normalize_url("https://example.com/", "/about#team")

u = G.normalize_url("https://example.com/", "/about#team")

self.assertEqual(u, "https://example.com/about")

pages = []         for i in range(35):             pages.append({"url": f"https://example.com/p{i}", "score": 50,

for i in range(35):             pages.append({"url": f"https://example.com/p{i}", "score": 50,                           "word_count": 500, "jsonld_types": ["Article"],

pages.append({"url": f"https://example.com/p{i}", "score": 50,

"pages": pages, "avg_score": 50,                  "block_gap": [{"block": "定义", "missing_pages": 35, "total": 35}]}         cfg = {"market": "cn", "brand": {"name": "X", "site": "https://example.com"}}

"block_gap": [{"block": "定义", "missing_pages": 35, "total": 35}]}         cfg = {"market": "cn", "brand": {"name": "X", "site": "https://example.com"}}         out = T.from_audit(audit, cfg, iter(f"T-{i:03d}" for i in range(1, 99)))

cfg = {"market": "cn", "brand": {"name": "X", "site": "https://example.com"}}

class TestAvgScore(unittest.TestCase):     def test_zero_score_200_pages_counted(self):         pages = [make_page(url="https://example.com/a", text=SPA_TEXT),

def test_zero_score_200_pages_counted(self):         pages = [make_page(url="https://example.com/a", text=SPA_TEXT),                  make_page(url="https://example.com/b", text=SPA_TEXT, status=404)]

pages = [make_page(url="https://example.com/a", text=SPA_TEXT),

make_page(url="https://example.com/b", text=SPA_TEXT, status=404)]

(pdir / "evidence").mkdir(parents=True)                 (pdir / "geo.json").write_text(json.dumps(                     {"brand": {"name": "T", "site": "https://example.com"}, "market": "cn"},

(pdir / "geo.json").write_text(json.dumps(                     {"brand": {"name": "T", "site": "https://example.com"}, "market": "cn"},                     ensure_ascii=False), "utf-8")

{"brand": {"name": "T", "site": "https://example.com"}, "market": "cn"},

ensure_ascii=False), "utf-8")                 pages = [                     make_page(url="https://example.com/ja/", text=ja_text, language="zh", wc=200),

pages = [                     make_page(url="https://example.com/ja/", text=ja_text, language="zh", wc=200),                     make_page(url="https://example.com/zh/", text=zh_text, language="zh", wc=200),

make_page(url="https://example.com/ja/", text=ja_text, language="zh", wc=200),

make_page(url="https://example.com/zh/", text=zh_text, language="zh", wc=200),

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BASE_CFG = {     "brand": {"name": "测试品牌", "aliases": [], "site": "https://t.example.com"},

"brand": {"name": "测试品牌", "aliases": [], "site": "https://t.example.com"},

class TestHomepageFirst(WorkDirCase):     def test_root_is_first_page_not_highest_scored(self):         home = "https://t.example.com/"

def test_root_is_first_page_not_highest_scored(self):         home = "https://t.example.com/"         deep = "https://t.example.com/blog/hot-article"

home = "https://t.example.com/"

deep = "https://t.example.com/blog/hot-article"

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self.status_code = status         self.headers = {"Content-Type": ctype}         self.url = "http://x.test/"

self.headers = {"Content-Type": ctype}         self.url = "http://x.test/"         self._body = body

self.url = "http://x.test/"

with mock.patch.object(G.requests, "get", side_effect=responses) as get, \              mock.patch.object(G.time, "sleep"):             res = G.fetch("http://x.test/", retries=retries)

mock.patch.object(G.time, "sleep"):             res = G.fetch("http://x.test/", retries=retries)         return res, get.call_count

res = G.fetch("http://x.test/", retries=retries)

side_effect=[FakeResp(403), FakeResp(200)]) as get, \              mock.patch.object(G.time, "sleep"):             res = G.fetch("http://x.test/", retries=0)

mock.patch.object(G.time, "sleep"):             res = G.fetch("http://x.test/", retries=0)         self.assertEqual(res["status"], 200)

res = G.fetch("http://x.test/", retries=0)

side_effect=[FakeResp(403), FakeResp(403)]) as get, \              mock.patch.object(G.time, "sleep"):             res = G.fetch("http://x.test/", retries=0)

mock.patch.object(G.time, "sleep"):             res = G.fetch("http://x.test/", retries=0)         self.assertEqual(res["status"], 403)

res = G.fetch("http://x.test/", retries=0)

with mock.patch.object(G.requests, "get", side_effect=[FakeResp(403)]) as get, \              mock.patch.object(G.time, "sleep"):             res = G.fetch("http://x.test/", retries=0, ua="AI-Bot/1.0")

mock.patch.object(G.time, "sleep"):             res = G.fetch("http://x.test/", retries=0, ua="AI-Bot/1.0")         self.assertEqual(res["status"], 403)

res = G.fetch("http://x.test/", retries=0, ua="AI-Bot/1.0")

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pdir.mkdir(parents=True)     (pdir / "geo.json").write_text(json.dumps(         {"brand": {"name": "X", "site": "https://x.com"}, "market": "cn"},

(pdir / "geo.json").write_text(json.dumps(         {"brand": {"name": "X", "site": "https://x.com"}, "market": "cn"},         ensure_ascii=False), "utf-8")

{"brand": {"name": "X", "site": "https://x.com"}, "market": "cn"},

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rows = [             {"url": "https://a.example/1", "text": "line one\u2028line two"},

{"url": "https://a.example/1", "text": "line one\u2028line two"},

{"url": "https://a.example/2", "text": "para\u2029break"},

{"url": "https://a.example/3", "text": "next\u0085line"},

{"url": "https://a.example/4", "text": "vert\u000btab and form\u000cfeed"},

{"url": "https://a.example/5", "text": "plain"},

def test_has_site(self):         self.assertTrue(G.has_site({"brand": {"site": "https://a.com"}}))

self.assertTrue(G.has_site({"brand": {"site": "https://a.com"}}))

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CFG = {"brand": {"name": "Acme", "site": "https://www.acme.com"}, "market": "both"}

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CFG = {     "brand": {"name": "AIGCLINK定制家", "aliases": ["定制家"], "site": "https://aigclink.example.com"},

"brand": {"name": "AIGCLINK定制家", "aliases": ["定制家"], "site": "https://aigclink.example.com"},

def test_latin_alias_requires_boundary(self):         cfg = {"brand": {"name": "灵眸", "aliases": ["AIGC"], "site": "https://x.example.com"},

cfg = {"brand": {"name": "灵眸", "aliases": ["AIGC"], "site": "https://x.example.com"},

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CFG = {"brand": {"name": "X", "site": "https://x.com"},

(pdir / "metrics").mkdir(parents=True)             (pdir / "geo.json").write_text(json.dumps(                 {"brand": {"name": "X", "site": "https://x.com"},

(pdir / "geo.json").write_text(json.dumps(                 {"brand": {"name": "X", "site": "https://x.com"},                  "market": "cn", "targets": {"mention_rate": 0.3}}, ensure_ascii=False), "utf-8")

{"brand": {"name": "X", "site": "https://x.com"},

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