Geo Fundamentals
wasp-lang/wasp
Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
Run complete GEO analysis workflows with voyage-geo, including both brand runs and category leaderboards
Install Voyage Geo Aeo Analysis
$ npx skills add onvoyage-ai/voyage-geo-agent --skill voyage-geo-aeo-analysis -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install onvoyage-ai/voyage-geo-agent voyage-geo-aeo-analysis --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/onvoyage-ai/voyage-geo-agent.git skills-src && mkdir -p .claude/skills && cp -r skills-src/voyage-geo-aeo-analysis .claude/skills/voyage-geo-aeo-analysis && 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 "voyage-geo-aeo-analysis" agent skill from https://github.com/onvoyage-ai/voyage-geo-agent/tree/main/voyage-geo-aeo-analysis into .claude/skills/voyage-geo-aeo-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "voyage-geo-aeo-analysis", 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/onvoyage-ai/voyage-geo-agent/tree/main/voyage-geo-aeo-analysisType 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 onvoyage-ai/voyage-geo-agent --skill voyage-geo-aeo-analysis -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install onvoyage-ai/voyage-geo-agent voyage-geo-aeo-analysis --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/onvoyage-ai/voyage-geo-agent.git skills-src && mkdir -p .agents/skills && cp -r skills-src/voyage-geo-aeo-analysis .agents/skills/voyage-geo-aeo-analysis && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "voyage-geo-aeo-analysis" agent skill from https://github.com/onvoyage-ai/voyage-geo-agent/tree/main/voyage-geo-aeo-analysis into .agents/skills/voyage-geo-aeo-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "voyage-geo-aeo-analysis", 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 onvoyage-ai/voyage-geo-agent --skill voyage-geo-aeo-analysis -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install onvoyage-ai/voyage-geo-agent voyage-geo-aeo-analysis --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/onvoyage-ai/voyage-geo-agent.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/voyage-geo-aeo-analysis .cursor/skills/voyage-geo-aeo-analysis && 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 "voyage-geo-aeo-analysis" agent skill from https://github.com/onvoyage-ai/voyage-geo-agent/tree/main/voyage-geo-aeo-analysis into .cursor/skills/voyage-geo-aeo-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "voyage-geo-aeo-analysis", 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/onvoyage-ai/voyage-geo-agent.git --path voyage-geo-aeo-analysis--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 onvoyage-ai/voyage-geo-agent --skill voyage-geo-aeo-analysis -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install onvoyage-ai/voyage-geo-agent voyage-geo-aeo-analysis --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/onvoyage-ai/voyage-geo-agent.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/voyage-geo-aeo-analysis .gemini/skills/voyage-geo-aeo-analysis && 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 "voyage-geo-aeo-analysis" agent skill from https://github.com/onvoyage-ai/voyage-geo-agent/tree/main/voyage-geo-aeo-analysis into .gemini/skills/voyage-geo-aeo-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "voyage-geo-aeo-analysis", 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 onvoyage-ai/voyage-geo-agent voyage-geo-aeo-analysisInstalls 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 onvoyage-ai/voyage-geo-agent --skill voyage-geo-aeo-analysis -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/onvoyage-ai/voyage-geo-agent.git skills-src && mkdir -p .github/skills && cp -r skills-src/voyage-geo-aeo-analysis .github/skills/voyage-geo-aeo-analysis && 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 "voyage-geo-aeo-analysis" agent skill from https://github.com/onvoyage-ai/voyage-geo-agent/tree/main/voyage-geo-aeo-analysis into .github/skills/voyage-geo-aeo-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "voyage-geo-aeo-analysis", 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 onvoyage-ai/voyage-geo-agent --skill voyage-geo-aeo-analysis -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install onvoyage-ai/voyage-geo-agent voyage-geo-aeo-analysis --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/onvoyage-ai/voyage-geo-agent.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/voyage-geo-aeo-analysis .opencode/skills/voyage-geo-aeo-analysis && 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 "voyage-geo-aeo-analysis" agent skill from https://github.com/onvoyage-ai/voyage-geo-agent/tree/main/voyage-geo-aeo-analysis into .opencode/skills/voyage-geo-aeo-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "voyage-geo-aeo-analysis", 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
voyage-geo-aeo-analysis- GitHub stars
- 384
- Token cost
- ~806 tokens
- SKILL.md length
- 358 words
- Files
- 1
- Skills in repo
- 3
- Repo updated
- First seen
- Licence
- MIT
At a glance
Run complete GEO analysis workflows with voyage-geo, including both brand runs and category leaderboards
- Tasks that involve AI search optimization
- SKILL.md covers When To Use, Workflow, CLI Quick Reference and Guardrails
- Calls pip
What it does
Voyage Geo Aeo Analysis is an agent skill from onvoyage-ai/voyage-geo-agent. Run complete GEO analysis workflows with voyage-geo, including both brand runs and category leaderboards
Its SKILL.md is about 810 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Marketing & SEO, covering AI search optimization. The repository describes itself as: Agentic Generative Engine Optimizaiton. The licence is MIT.
When your agent uses it
- Tasks that involve AI search optimization
Example prompts
- “/voyage-geo-aeo-analysis”
Requirements
- Python 3
What it can do on your machine
Read from SKILL.md and the folder at commit 2ed1cfa. 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
Shell commands in SKILL.md call:
pip
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use pip, which can reach the network depending on how they are called.
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
Voyage Geo Aeo Analysis loads about 806 tokens when it runs. Until then it costs about 32 tokens; SKILL.md has 358 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: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NoteMentions a .env fileSKILL.md:27
ys are missing, ask user to add them to `.env` (never print secrets)
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); files beside SKILL.md are not scanned.
SKILL.md
The full file from onvoyage-ai/voyage-geo-agent at commit 2ed1cfa, republished under its MIT licence (© onvoyage-ai). 358 words, ~806 tokens.
Download SKILL.mdSave it as
.claude/skills/voyage-geo-aeo-analysis/SKILL.md (or your agent's skills folder).- name
- voyage-geo-aeo-analysis
- description
- Run complete GEO analysis workflows with voyage-geo, including both brand runs and category leaderboards
- user_invocable
- true
voyage-geo-aeo-analysis
You are an AI brand analyst running Generative Engine Optimization (GEO/AEO) audits. Guide the user through setup, execution, and interpretation for both brand analysis and category leaderboard workflows.
When To Use
Use this skill when the user wants to:
- Measure AI visibility for a brand
- Rank brands in a category by AI visibility
- Compare provider/model performance
- Identify brand mention gaps and narrative gaps
- Generate executive-ready GEO reports
Workflow
- Validate environment first:
- Ensure
voyage-geois installed - Run
voyage-geo providers - Confirm at least one execution provider is configured
- Confirm processing provider is configured
- If keys are missing, ask user to add them to
.env(never print secrets) - Run
voyage-geo providers --test
- Ask the user which workflow they want:
brand-run(single brand GEO analysis)leaderboard(category-wide ranking)
- If workflow is
brand-run, collect:
- Brand name (required)
- Website URL (optional but recommended)
- Competitors (optional)
- Focus keywords/categories (optional)
- Providers, query count, output formats
- Execute
brand-run:
voyage-geo run -b "<brand>" -w "<url>" -p <providers> -q <n> -f html,json,csv,markdown
- Read
brand-runoutputs:
data/runs/<run-id>/analysis/summary.jsondata/runs/<run-id>/analysis/analysis.json
- Present
brand-runfindings:
- Mention rate, sentiment, mindshare rank, provider comparison
- Brand themes, USP coverage gaps, competitor narrative deltas
- Top recommendations and HTML report path
- If workflow is
leaderboard, collect:
- Category (required)
- Providers, query count, output formats
- Optional
max-brands
- Execute
leaderboardin two stages:
Show full SKILL.md (140 more words)Show less
- Generate and review queries:
voyage-geo leaderboard "<category>" -p <providers> -q <n> --stop-after query-generation
- Review
data/runs/<run-id>/queries.jsonwith user - Resume full execution:
voyage-geo leaderboard "<category>" --resume <run-id> -p <providers> -f html,json,csv,markdown
- Read
leaderboardoutputs:
data/runs/<run-id>/analysis/leaderboard.json
- Present
leaderboardfindings:
- Rankings table, #1 brand, biggest gaps, provider preferences, surprises
- HTML report path
- End by asking:
- "Want to dig deeper or rerun with different providers/queries?"
CLI Quick Reference
pip install voyage-geovoyage-geo providersvoyage-geo providers --testvoyage-geo run -b "<name>" -w "<url>" -p chatgpt,gemini,claude -f html,json,csv,markdownvoyage-geo leaderboard "<category>" -p chatgpt,gemini,claude -q 20 --stop-after query-generationvoyage-geo leaderboard "<category>" --resume <run-id> -p chatgpt,gemini,claude -f html,json,csv,markdown
Guardrails
- For
brand-run, do not proceed without a brand name. - For
leaderboard, do not proceed without a category. - Do not echo API keys.
- If providers are not configured, stop and request keys.
- Always confirm model/provider selection before running.
© onvoyage-ai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in voyage-geo-aeo-analysis of onvoyage-ai/voyage-geo-agent.
Open the folder on GitHubat commit 2ed1cfa
Compare with similar skills
Voyage Geo Aeo Analysis 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 |
|---|---|---|---|---|---|---|
| Voyage Geo Aeo Analysis this skillonvoyage-ai/voyage-geo-agent | 384 | — | ~806 | Automated safety check: Notes | MIT | |
| Geo Fundamentalswasp-lang/wasp | 19k | 9 repos | ~861 | Automated safety check: Pass | MIT | |
| SEO GeoReScienceLab/opc-skills | 1.8k | 4 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| GEO-First SEO Audit Toolzubair-trabzada/geo-seo-claude | 11k | — | ~2.8k | Automated safety check: Notes | MIT | |
| GEO Monthly Delta Reportzubair-trabzada/geo-seo-claude | 11k | — | ~2.4k | Automated safety check: Notes | MIT | |
| SEO DataforseoAgriciDaniel/codex-seo | 799 | 2 repos | ~4.6k | Automated safety check: Pass | MIT |
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Audits a website for AI search visibility across ChatGPT, Claude, Perplexity and Google AI Overviews while checking traditional SEO, schema and E-E-A-T content quality.
GEO Monthly Delta Report
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Compares a baseline and a current GEO audit for a client, calculates score changes and action item progress, and writes a monthly progress report.
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Live SEO data via DataForSEO MCP server. An agent skill from AgriciDaniel/codex-seo.
Fire Your SEO Agency
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More from onvoyage-ai/voyage-geo-agent
Geo Leaderboard
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Run a category-wide GEO leaderboard — compare all brands in a category to see who has the strongest AI visibility
Geo Run
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Run a full GEO analysis — guides you through setup, brand research, query generation, execution, analysis, and reporting
Related
Categories
Questions about Voyage Geo Aeo Analysis
What does Voyage Geo Aeo Analysis do?
Run complete GEO analysis workflows with voyage-geo, including both brand runs and category leaderboards. Voyage Geo Aeo Analysis is an agent skill from onvoyage-ai/voyage-geo-agent.
When should I use Voyage Geo Aeo Analysis?
Voyage Geo Aeo Analysis fits situations like: tasks that involve AI search optimization.
How do I install Voyage Geo Aeo Analysis in Claude Code?
Run `npx skills add onvoyage-ai/voyage-geo-agent --skill voyage-geo-aeo-analysis -a claude-code`. Or copy the skill folder (voyage-geo-aeo-analysis in onvoyage-ai/voyage-geo-agent) into .claude/skills/voyage-geo-aeo-analysis in your project. Claude Code loads it when a task matches its description.
How do I install Voyage Geo Aeo Analysis in Codex?
Run `npx skills add onvoyage-ai/voyage-geo-agent --skill voyage-geo-aeo-analysis -a codex`. Or copy the skill folder (voyage-geo-aeo-analysis in onvoyage-ai/voyage-geo-agent) into .agents/skills/voyage-geo-aeo-analysis in your project. Codex loads it when a task matches its description.
Can I use Voyage Geo Aeo Analysis 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 onvoyage-ai/voyage-geo-agent --skill voyage-geo-aeo-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/voyage-geo-aeo-analysis, .gemini/skills/voyage-geo-aeo-analysis, .github/skills/voyage-geo-aeo-analysis and .opencode/skills/voyage-geo-aeo-analysis in your project.
What does Voyage Geo Aeo Analysis need to run?
Going by SKILL.md and its folder, Voyage Geo Aeo Analysis needs the command-line tools its instructions call (pip). Our summary lists: Python 3.
Does Voyage Geo Aeo Analysis access the network?
SKILL.md contains no URLs. Its commands use pip, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Voyage Geo Aeo Analysis safe to install?
Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
What licence does Voyage Geo Aeo Analysis use?
Voyage Geo Aeo Analysis is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Voyage Geo Aeo Analysis use?
About 806 tokens (SKILL.md is roughly 3.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Voyage Geo Aeo Analysis?
Skills that share tags, products or a category with Voyage Geo Aeo Analysis: Geo Fundamentals (wasp-lang/wasp, 19k stars), SEO Geo (ReScienceLab/opc-skills, 1.8k stars), GEO-First SEO Audit Tool (zubair-trabzada/geo-seo-claude, 11k stars) and GEO Monthly Delta Report (zubair-trabzada/geo-seo-claude, 11k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Voyage Geo Aeo Analysis?
onvoyage-ai (a GitHub organization) maintains it in onvoyage-ai/voyage-geo-agent, which has 384 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on February 24, 2026.
Source: onvoyage-ai/voyage-geo-agent on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.