Geo Optimizer
huifer/claude-code-seo
生成式引擎优化专家，分析和优化内容在 AI 搜索引擎（ChatGPT、Claude、Perplexity、Google SGE）中的可见性和引用率。
GEO (Generative Engine Optimization) 全流程优化工具。帮助品牌内容被 ChatGPT、Perplexity、Gemini 等 AI 搜索引擎引用。
Install Geo Optimizer
$ npx skills add liangdabiao/GEO-Content-Optimizer-Skill --skill geo-optimizer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install liangdabiao/GEO-Content-Optimizer-Skill geo-optimizer --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/liangdabiao/GEO-Content-Optimizer-Skill.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/geo-optimizer .claude/skills/geo-optimizer && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "geo-optimizer" agent skill from https://github.com/liangdabiao/GEO-Content-Optimizer-Skill/tree/main/skills/geo-optimizer into .claude/skills/geo-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geo-optimizer", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/liangdabiao/GEO-Content-Optimizer-Skill/tree/main/skills/geo-optimizerType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add liangdabiao/GEO-Content-Optimizer-Skill --skill geo-optimizer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install liangdabiao/GEO-Content-Optimizer-Skill geo-optimizer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/liangdabiao/GEO-Content-Optimizer-Skill.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/geo-optimizer .agents/skills/geo-optimizer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "geo-optimizer" agent skill from https://github.com/liangdabiao/GEO-Content-Optimizer-Skill/tree/main/skills/geo-optimizer into .agents/skills/geo-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geo-optimizer", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add liangdabiao/GEO-Content-Optimizer-Skill --skill geo-optimizer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install liangdabiao/GEO-Content-Optimizer-Skill geo-optimizer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/liangdabiao/GEO-Content-Optimizer-Skill.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/geo-optimizer .cursor/skills/geo-optimizer && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "geo-optimizer" agent skill from https://github.com/liangdabiao/GEO-Content-Optimizer-Skill/tree/main/skills/geo-optimizer into .cursor/skills/geo-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geo-optimizer", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/liangdabiao/GEO-Content-Optimizer-Skill.git --path skills/geo-optimizer--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add liangdabiao/GEO-Content-Optimizer-Skill --skill geo-optimizer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install liangdabiao/GEO-Content-Optimizer-Skill geo-optimizer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/liangdabiao/GEO-Content-Optimizer-Skill.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/geo-optimizer .gemini/skills/geo-optimizer && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "geo-optimizer" agent skill from https://github.com/liangdabiao/GEO-Content-Optimizer-Skill/tree/main/skills/geo-optimizer into .gemini/skills/geo-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geo-optimizer", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install liangdabiao/GEO-Content-Optimizer-Skill geo-optimizerInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add liangdabiao/GEO-Content-Optimizer-Skill --skill geo-optimizer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/liangdabiao/GEO-Content-Optimizer-Skill.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/geo-optimizer .github/skills/geo-optimizer && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "geo-optimizer" agent skill from https://github.com/liangdabiao/GEO-Content-Optimizer-Skill/tree/main/skills/geo-optimizer into .github/skills/geo-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geo-optimizer", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add liangdabiao/GEO-Content-Optimizer-Skill --skill geo-optimizer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install liangdabiao/GEO-Content-Optimizer-Skill geo-optimizer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/liangdabiao/GEO-Content-Optimizer-Skill.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/geo-optimizer .opencode/skills/geo-optimizer && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "geo-optimizer" agent skill from https://github.com/liangdabiao/GEO-Content-Optimizer-Skill/tree/main/skills/geo-optimizer into .opencode/skills/geo-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geo-optimizer", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
geo-optimizer- GitHub stars
- 205
- Token cost
- ~1.1k tokens
- SKILL.md length
- 337 words
- Files
- 10 (incl. scripts, references, assets)
- Skills in repo
- 3
- Repo updated
- First seen
- Licence
- None found
At a glance
GEO (Generative Engine Optimization) 全流程优化工具。帮助品牌内容被 ChatGPT、Perplexity、Gemini 等 AI 搜索引擎引用。
- Works in 9 steps: 收集品牌信息（名称、行业、核心业务、目标市场） → 执行模块 A1：生成 Organization Schema → 引导用户创建 ≥10 个 FAQ 问答对 → …
- Tasks that involve AI search optimization
- SKILL.md covers 工作流决策树, 首次完整 GEO 设置流程, 模块 A：结构化数据生成 and 模块 B：内容 AI 可读性检测, plus 5 more sections
- Runs Python scripts from its folder; calls python
What it does
Geo Optimizer is an agent skill from liangdabiao/GEO-Content-Optimizer-Skill. GEO (Generative Engine Optimization) 全流程优化工具。帮助品牌内容被 ChatGPT、Perplexity、Gemini 等 AI 搜索引擎引用。 包含 5 大模块：结构化数据生成 (JSON-LD Schema)、内容 AI 可读性检测、内容集群架构规划、AI 可见度监控与季度报告、内容差距分析。 当用户提到 "GEO"、"AI搜索优化"、"AI 引用优化"、"Schema 标记"、"JSON-LD"、"FAQ Schema"、"E-E-A-T"、 "内容被 AI 抓取"、"Pillar Page"、"内容集群"、"AI 可见度"、"Generative Engine Optimization" 时触发。 也适用于用户要求："帮我生成 Schema"、"检测内容 AI 友好度"、"优化让 AI 引用我的内容"、"测试品牌在 AI 搜索中的曝光"。
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 12 other files, including scripts, reference files and assets (for example `README.md`, `references/best-practices.md` and `references/geo-framework.md`).
It sits in Marketing & SEO, covering AI search optimization, Schema markup and Web search. It works with Perplexity and OpenAI. The repository describes itself as: GEO（Generative Engine Optimization）是面向 AI 搜索引擎的内容优化方法论。就像 SEO 优化 Google 排名，GEO 优化你的内容在 ChatGPT、Perplexity、Gemini、Google AI Overview 等 AI 引擎中的引用率。 本项目提供3个 Agent Skill，覆盖 GEO 全流程：.
When your agent uses it
- Tasks that involve AI search optimization
- Tasks that involve Schema markup
- Tasks that involve Web search
Example prompts
- “AI搜索优化”
- “AI 引用优化”
- “Schema 标记”
- “/geo-optimizer”
Requirements
- Python 3
Workflow steps
9 steps, taken from the first numbered list in SKILL.md.
- 收集品牌信息（名称、行业、核心业务、目标市场）
- 执行模块 A1：生成 Organization Schema
- 引导用户创建 ≥10 个 FAQ 问答对
- 执行模块 A2：生成 FAQ Schema
- 执行模块 A3：为已有文章生成 Article Schema
- 执行模块 B：检测关键页面的 AI 可读性
- 执行模块 C：规划 Pillar Page 内容集群
- 执行模块 D1：首次 AI 可见度基线测试
- 汇总输出完整 GEO 部署清单
What it can do on your machine
Read from SKILL.md and the folder at commit f56124f. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 4 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
docs.perplexity.ai
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Geo Optimizer loads about 1.1k tokens when it runs, and up to ~3.9k if it reads all its reference files. Until then it costs about 103 tokens; SKILL.md has 337 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 337 words (~1,100 tokens).
“AI 搜索优化全流程工具，基于 10 步 GEO 实战框架，帮助品牌内容被 AI 引擎引用。”
- name
- geo-optimizer
Files
SKILL.md and 9 other files (scripts, references, assets) in skills/geo-optimizer of liangdabiao/GEO-Content-Optimizer-Skill.
- SKILL.md
- README.md
- assets/pillar-template.html
- references/best-practices.md
- references/geo-framework.md
- references/schema-templates.md
- scripts/geo_report_generator.py
- scripts/readability_checker.py
- scripts/schema_generator.py
- scripts/visibility_tester.py
Open the folder on GitHubat commit f56124f
Compare with similar skills
Geo Optimizer next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Geo Optimizer this skillliangdabiao/GEO-Content-Optimizer-Skill | 205 | — | ~1.1k | Automated safety check: Pass | None | |
| Geo Optimizerhuifer/claude-code-seo | 110 | — | ~650 | Automated safety check: Notes | MIT | |
| Web Contentalinaqi/maggy | 707 | — | ~3.8k | Automated safety check: Pass | MIT | |
| SEO Geo OptimizerNeverSight/learn-skills.dev | 216 | 1 repos | ~2.6k | Automated safety check: Pass | MIT | |
| Money SEOiamzifei/show-me-the-money | 1k | — | ~4.4k | Automated safety check: Pass | Custom licence | |
| Agent Readiness Auditindranilbanerjee/digital-marketing-pro | 859 | 1 repos | ~3.9k | Automated safety check: Pass | MIT |
Similar skills
Web Content
alinaqi/maggy
SEO and AI discovery (GEO) - schema, ChatGPT/Perplexity optimization
SEO Geo Optimizer
NeverSight/learn-skills.dev
Comprehensive SEO/GEO/AEO analysis toolkit for optimizing content visibility across traditional search engines (Google, Bing), AI platforms (ChatGPT, Perplexity, Claude, Gemini, Grokipedia), answer…
Money SEO
iamzifei/show-me-the-money
SEO and GEO (Generative Engine Optimization) for organic traffic and AI search visibility.
Agent Readiness Audit
indranilbanerjee/digital-marketing-pro
Audit whether AI agents and AI crawlers can actually use a site — robots.txt rules per AI crawler token (OpenAI, Anthropic and Perplexity bots, Google-Extended, Applebot-Extended)…
Geo Fundamentals
wasp-lang/wasp
Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
More from liangdabiao/GEO-Content-Optimizer-Skill
Geo
liangdabiao/GEO-Content-Optimizer-Skill
完整的 GEO（生成式引擎优化）服务流水线：给一个产品官网 URL 和介绍材料， 做站点诊断与 AI 答案采样、生成带验收标准的执行工单、产出可直接部署的资产 （llms.txt / JSON-LD / 定义块 / FAQ / 内容大纲与初稿）、自动验收工单是否闭环、 并打包成可直接发给客户的交付物。可按周期复跑，做长期 GEO 运营与月报。
Geo Content Optimizer
liangdabiao/GEO-Content-Optimizer-Skill
AI 驱动的网页内容优化分析工具。输入 URL，自动抓取页面标题，通过 Google 搜索进行查询扩展， 获取 Google AI 概览，对比有机搜索覆盖与 AI 生成概览，生成中文优化建议报告。
Related
Works with
Categories
Questions about Geo Optimizer
What does Geo Optimizer do?
GEO (Generative Engine Optimization) 全流程优化工具。帮助品牌内容被 ChatGPT、Perplexity、Gemini 等 AI 搜索引擎引用。. Geo Optimizer is an agent skill from liangdabiao/GEO-Content-Optimizer-Skill.
When should I use Geo Optimizer?
Geo Optimizer fits situations like: tasks that involve AI search optimization; tasks that involve Schema markup; tasks that involve Web search.
How do I install Geo Optimizer in Claude Code?
Run `npx skills add liangdabiao/GEO-Content-Optimizer-Skill --skill geo-optimizer -a claude-code`. Or copy the skill folder (skills/geo-optimizer in liangdabiao/GEO-Content-Optimizer-Skill) into .claude/skills/geo-optimizer in your project. Claude Code loads it when a task matches its description.
How do I install Geo Optimizer in Codex?
Run `npx skills add liangdabiao/GEO-Content-Optimizer-Skill --skill geo-optimizer -a codex`. Or copy the skill folder (skills/geo-optimizer in liangdabiao/GEO-Content-Optimizer-Skill) into .agents/skills/geo-optimizer in your project. Codex loads it when a task matches its description.
Can I use Geo Optimizer in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add liangdabiao/GEO-Content-Optimizer-Skill --skill geo-optimizer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/geo-optimizer, .gemini/skills/geo-optimizer, .github/skills/geo-optimizer and .opencode/skills/geo-optimizer in your project.
What does Geo Optimizer need to run?
Going by SKILL.md and its folder, Geo Optimizer needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.
Does Geo Optimizer access the network?
SKILL.md names 1 domain. As links in the text: docs.perplexity.ai. This is read from the text; nothing was executed.
Is Geo Optimizer safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Geo Optimizer use?
No licence was found for Geo Optimizer or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Geo Optimizer use?
About 1.1k tokens (SKILL.md is roughly 4.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.8k tokens, read only when the agent opens those files.
What are the alternatives to Geo Optimizer?
Skills that share tags, products or a category with Geo Optimizer: Geo Optimizer (huifer/claude-code-seo, 110 stars), Web Content (alinaqi/maggy, 707 stars), SEO Geo Optimizer (NeverSight/learn-skills.dev, 216 stars) and Money SEO (iamzifei/show-me-the-money, 1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Geo Optimizer?
liangdabiao (a GitHub user) maintains it in liangdabiao/GEO-Content-Optimizer-Skill, which has 205 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on August 5, 2026.
Source: liangdabiao/GEO-Content-Optimizer-Skill on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.