Geo Fundamentals
wasp-lang/wasp
Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
Generative Engine Optimization (GEO) for AI search visibility.
Install Geo Optimization
$ npx skills add sundial-org/awesome-openclaw-skills --skill geo-optimization -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills geo-optimization --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/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/geo-optimization .claude/skills/geo-optimization && 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-optimization" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/geo-optimization into .claude/skills/geo-optimization/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geo-optimization", 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/sundial-org/awesome-openclaw-skills/tree/main/skills/geo-optimizationType 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 sundial-org/awesome-openclaw-skills --skill geo-optimization -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills geo-optimization --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/geo-optimization .agents/skills/geo-optimization && 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-optimization" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/geo-optimization into .agents/skills/geo-optimization/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geo-optimization", 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 sundial-org/awesome-openclaw-skills --skill geo-optimization -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills geo-optimization --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/geo-optimization .cursor/skills/geo-optimization && 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-optimization" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/geo-optimization into .cursor/skills/geo-optimization/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geo-optimization", 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/sundial-org/awesome-openclaw-skills.git --path skills/geo-optimization--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 sundial-org/awesome-openclaw-skills --skill geo-optimization -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills geo-optimization --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/geo-optimization .gemini/skills/geo-optimization && 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-optimization" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/geo-optimization into .gemini/skills/geo-optimization/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geo-optimization", 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 sundial-org/awesome-openclaw-skills geo-optimizationInstalls 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 sundial-org/awesome-openclaw-skills --skill geo-optimization -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/geo-optimization .github/skills/geo-optimization && 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-optimization" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/geo-optimization into .github/skills/geo-optimization/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geo-optimization", 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 sundial-org/awesome-openclaw-skills --skill geo-optimization -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills geo-optimization --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/geo-optimization .opencode/skills/geo-optimization && 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-optimization" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/geo-optimization into .opencode/skills/geo-optimization/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geo-optimization", 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-optimization- GitHub stars
- 663
- Token cost
- ~3.6k tokens
- SKILL.md length
- 1,036 words
- Files
- 6 (incl. scripts, references)
- Skills in repo
- 353
- Repo updated
- First seen
- Licence
- None found
At a glance
Generative Engine Optimization (GEO) for AI search visibility.
- Works in 7 steps: Entity Clarity (Max 10 pts) → Quotable Facts (Max 10 pts) → FAQ Coverage (Max 10 pts) → …
- Optimizing websites
- SKILL.md covers Quick Reference, GEO vs SEO: Key Differences, The GEO Audit Checklist and Content Optimization Templates, plus 4 more sections
- Runs Python and Shell scripts from its folder; calls python3 and bash; reaches schema.org and twitter.com
What it does
Geo Optimization is an agent skill from sundial-org/awesome-openclaw-skills. Generative Engine Optimization (GEO) for AI search visibility. Optimize content to appear in ChatGPT, Perplexity, Claude, and Google AI Overviews. Use when optimizing websites, pages, or content for LLM discoverability and citation.
Its SKILL.md is about 3.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including scripts and reference files (for example `references/audit-template.md`, `scripts/geo-daily-monitor.sh` and `scripts/geo-daily-report.py`).
It sits in Marketing & SEO, covering AI search optimization and Web search. It works with OpenAI and Perplexity. The repository describes itself as: Top OpenClaw skills, with the most popular and useful ones.
When your agent uses it
- Optimizing websites
- Content for LLM discoverability and citation
Example prompts
- “/geo-optimization”
Requirements
- Python 3
- A Bash shell
Workflow steps
7 steps, taken from the step headings in SKILL.md.
- Entity Clarity (Max 10 pts)
- Quotable Facts (Max 10 pts)
- FAQ Coverage (Max 10 pts)
- Comparison Positioning (Max 10 pts)
- Structural Clarity (Max 10 pts)
- Authority Signals (Max 10 pts)
- Freshness (Max 10 pts)
What it can do on your machine
Read from SKILL.md and the folder at commit b80cde2. 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 and Shell), which the agent can run.
Shell commands in SKILL.md call:
python3bash
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
schema.orgtwitter.comlinkedin.com
Also links to:
github.comarxiv.orgdevelopers.google.comfirstpagesage.com
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 Optimization loads about 3.6k tokens when it runs, and up to ~4.2k if it reads all its reference files. Until then it costs about 62 tokens; SKILL.md has 1,036 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 1,036 words (~3,576 tokens).
“Optimize content to appear in AI-powered search engines (ChatGPT, Perplexity, Claude, Google AI Overviews). GEO is about being parseable, quotable, and authoritative — not keyword stuffing.”
- name
- geo-optimization
- metadata.version
- 1.1.0
- metadata.tags
- geo, seo, llm, ai-search, perplexity, chatgpt, content
Files
SKILL.md and 5 other files (scripts, references) in skills/geo-optimization of sundial-org/awesome-openclaw-skills.
- SKILL.md
- references/audit-template.md
- scripts/geo-daily-monitor.sh
- scripts/geo-daily-report.py
- scripts/geo-monitor.py
- scripts/geo-test-queries.json
Open the folder on GitHubat commit b80cde2
Compare with similar skills
Geo Optimization 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 Optimization this skillsundial-org/awesome-openclaw-skills | 663 | — | ~3.6k | Automated safety check: Pass | None | |
| Geo Fundamentalswasp-lang/wasp | 19k | 9 repos | ~861 | Automated safety check: Pass | MIT | |
| Marketing OsYuzzyuk/marketing-os | 536 | — | ~2.5k | Automated safety check: Pass | MIT | |
| Geoliangdabiao/GEO-Content-Optimizer-Skill | 203 | 1 repos | ~2.3k | Automated safety check: Notes | MIT | |
| Geo Optimizerliangdabiao/GEO-Content-Optimizer-Skill | 203 | — | ~1.1k | Automated safety check: Pass | None | |
| SEO Auditshadcn-labs/agentcn | 486 | — | ~598 | Automated safety check: Pass | MIT |
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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 Optimizer
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。
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How to present the deterministic AI-SEO audit returned by auditpage.
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Related
Works with
Categories
Questions about Geo Optimization
What does Geo Optimization do?
Generative Engine Optimization (GEO) for AI search visibility. Geo Optimization is an agent skill from sundial-org/awesome-openclaw-skills. Generative Engine Optimization (GEO) for AI search visibility.
When should I use Geo Optimization?
Geo Optimization fits situations like: optimizing websites; content for LLM discoverability and citation.
How do I install Geo Optimization in Claude Code?
Run `npx skills add sundial-org/awesome-openclaw-skills --skill geo-optimization -a claude-code`. Or copy the skill folder (skills/geo-optimization in sundial-org/awesome-openclaw-skills) into .claude/skills/geo-optimization in your project. Claude Code loads it when a task matches its description.
How do I install Geo Optimization in Codex?
Run `npx skills add sundial-org/awesome-openclaw-skills --skill geo-optimization -a codex`. Or copy the skill folder (skills/geo-optimization in sundial-org/awesome-openclaw-skills) into .agents/skills/geo-optimization in your project. Codex loads it when a task matches its description.
Can I use Geo Optimization 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 sundial-org/awesome-openclaw-skills --skill geo-optimization -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-optimization, .gemini/skills/geo-optimization, .github/skills/geo-optimization and .opencode/skills/geo-optimization in your project.
What does Geo Optimization need to run?
Going by SKILL.md and its folder, Geo Optimization needs Python and a shell for the scripts in its folder and the command-line tools its instructions call (python3 and bash). Our summary lists: Python 3; A Bash shell.
Does Geo Optimization access the network?
SKILL.md names 7 domains. In commands or code: schema.org, twitter.com and linkedin.com; the agent is likely to contact these when it follows the instructions. As links in the text: github.com, arxiv.org, developers.google.com and firstpagesage.com. This is read from the text; nothing was executed.
Is Geo Optimization 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 Optimization use?
No licence was found for Geo Optimization or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Geo Optimization use?
About 3.6k tokens (SKILL.md is roughly 14k 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 663 tokens, read only when the agent opens those files.
What are the alternatives to Geo Optimization?
Skills that share tags, products or a category with Geo Optimization: Geo Fundamentals (wasp-lang/wasp, 19k stars), Marketing Os (Yuzzyuk/marketing-os, 536 stars), Geo (liangdabiao/GEO-Content-Optimizer-Skill, 203 stars) and Geo Optimizer (liangdabiao/GEO-Content-Optimizer-Skill, 203 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Geo Optimization?
sundial-org (a GitHub organization) maintains it in sundial-org/awesome-openclaw-skills, which has 663 GitHub stars. The repository holds 353 skills in this directory. The repository was last updated on March 7, 2026.
Source: sundial-org/awesome-openclaw-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.