GEO Optimizer is a toolkit that checks whether AI answer services such as ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews can find, interpret, and cite a website. It helps people audit and improve a site's visibility in AI-generated answers through a command-line tool, Python library, MCP server, GitHub Action, or Astro integration.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
git clone --depth 1 https://github.com/Auriti-Labs/geo-optimizer-skillWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/plugins/auriti-labs/geo-optimizer-skill/geo-optimizer)<a href="https://agentmods.dev/plugins/auriti-labs/geo-optimizer-skill/geo-optimizer"><img src="https://agentmods.dev/badge/plugins/auriti-labs/geo-optimizer-skill/geo-optimizer/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/plugins/auriti-labs/geo-optimizer-skill/geo-optimizer"><img src="https://agentmods.dev/badge/plugins/auriti-labs/geo-optimizer-skill/geo-optimizer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>Grade A, and why
geo-optimizer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
{
"name": "geo-optimizer",
"version": "4.19.10",
"description": "Audit and fix a website for AI search visibility (GEO): score it 0-100 with geo audit and fix robots.txt AI crawler rules, llms.txt, JSON-LD schema, meta tags and content citability.",
"author": {
"name": "Juan Camilo Auriti",
"url": "https://github.com/auriti"
},
"homepage": "https://geoready.dev",
"repository": "https://github.com/Auriti-Labs/geo-optimizer-skill",
"license": "MIT",
"keywords": [
"geo",
"aeo",
"ai-search",
"llms-txt",
"schema-org",
"seo",
"mcp"
]
}
What it installs
The manifest is a name and a version. 1 skill travel with it, and installing the plugin installs all of them — 91 tokens a session between them. Each is measured on its own page, and each can be installed alone.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 3d ago First seen · 22 lines scan A 7259b708a58f
geo-optimizer is a plugin published in the GitHub repository Auriti-Labs/geo-optimizer-skill (1,280 stars, last pushed 2d ago), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-11-04.
geo-optimizer compared with plugins from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| geo-optimizerAuriti-Labs/geo-optimizer-skill | Plugin | 1.3k | 2d ago | MIT | A | — | Claude Code |
| aaron-marketingaaron-he-zhu/aaron-marketing-skills | Plugin | 3.1k | yesterday | Apache-2.0 | A | — | Claude Code |
| aaron-marketingaaron-he-zhu/aaron-marketing-skills | Plugin | 3.1k | yesterday | Apache-2.0 | A | — | Claude Code |
| geo-tool-checkgeo-tool-com/geo-tool-check | Plugin | 2 | 5d ago | MIT | A | — | Claude Code |
| thl-opentechhorizonlabs/thl-open | Plugin | 19 | 28d ago | MIT | A | — | Claude Code |
| crawliespronta/crawlie | Plugin | 117 | 11d ago | none | A | — | Claude Code |
| semantic-seo-suitesiddiqss/semantic-seo-suite | Plugin | 11 | 4mo ago | MIT | A | — | Claude Code |