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geo-optimizer

geo-optimizer is a skill for Claude Code from Auriti-Labs/geo-optimizer-skill. It costs 91 tokens per session (5,002 once invoked), scanned A, original, MIT.

A command-line tool for checking whether websites can be found and cited by AI search services. It audits and repairs crawler rules, llms.txt, structured data, metadata, and content features that affect citation.

In plain words
What is it for?
It is for auditing a site, producing a visibility score, and fixing robots.txt, llms.txt, JSON-LD schema, meta tags, and content citability.
Why use it?
It identifies and fixes site changes that can make pages harder for AI search services to access or use as sources.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: mentions Claude Code.

Needs its repository: it runs a file that does not travel with it, so clone the repository first. The line is geo llms --base-url https://yoursite.com --site-name "Site Name" --description "One-sentence description." --output ./public/llms.txt.

Part of the geo-optimizer plugin — 1 skill shipped together

not rated 1.3krepo +31 2d ago A scan 91 tokens original MIT

Good fit It is for auditing a site, producing a visibility score, and fixing robots.txt, llms.txt, JSON-LD schema, meta tags, and content citability.

Compare 6 skills from other repositories ↓
View source ↗ Auriti-Labs/geo-optimizer-skill geoready.dev
About the project

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.

Auriti-Labs/geo-optimizer-skill · 1,280 stars · on GitHub · geoready.dev

Install

Getting it into your agent

It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.

Clone the repo
git clone --depth 1 https://github.com/Auriti-Labs/geo-optimizer-skill
agentmods
npx agentmods add skills/auriti-labs/geo-optimizer-skill/geo-optimizer

Made for: Claude Code.

Or install geo-optimizer, the plugin that ships this one along with the rest of its 1 skill.

Wrote 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.

agentmods badge for geo-optimizer

README.md
[![agentmods](https://agentmods.dev/badge/skills/auriti-labs/geo-optimizer-skill/geo-optimizer/github.svg)](https://agentmods.dev/skills/auriti-labs/geo-optimizer-skill/geo-optimizer)
Your own site
<a href="https://agentmods.dev/skills/auriti-labs/geo-optimizer-skill/geo-optimizer"><img src="https://agentmods.dev/badge/skills/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.

agentmods 80×15 button for geo-optimizer

Your own site · 80×15
<a href="https://agentmods.dev/skills/auriti-labs/geo-optimizer-skill/geo-optimizer"><img src="https://agentmods.dev/badge/skills/auriti-labs/geo-optimizer-skill/geo-optimizer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 91 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 5,002 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00091 $0.05002
Opus 5.5 $0.00036 $0.02001
Sonnet 5.5 $0.00018 $0.01000
Haiku 4.5 $0.00009 $0.00500

Measured 3d ago against content hash 28d62dde4104, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

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.

plugins/geo-optimizer/skills/geo-optimizer/SKILL.md · 302 lines

How it starts

The opening of the file, as written. The whole thing — 302 lines — stays where its author put it; the contents beside it link to each section on GitHub.

GEO Optimizer

Make websites visible and citable by AI search engines (ChatGPT Search, Perplexity, Claude, Google AI Overviews). Implements the GEO audit framework plus a citability engine of 47 content checks, 9 of them taken directly from the methods tested in Princeton KDD 2024 research.

Before you run anything

Preflight (stop if it fails)

Every command below is the geo executable from the geo-optimizer-skill PyPI package. It is not a separate third-party tool. Check it before the first command:

geo --version   # expect: geo-optimizer, version 4.19.10 or later

If geo is missing or older, do not guess an alternative and do not continue. Ask the user to install it (Python 3.10+):

pipx install geo-optimizer-skill          # or: pip install geo-optimizer-skill
pip install "geo-optimizer-skill[pdf]"    # only for --format pdf (needs WeasyPrint system libraries)
pip install "geo-optimizer-skill[llm]"    # only for geo citations with the OpenAI/Anthropic/Groq SDKs
pip install "geo-optimizer-skill[mcp]"    # only for the geo-mcp server

Core dependencies (click, requests, beautifulsoup4, lxml, urllib3, rich) and every extra are declared in pyproject.toml.

What each command touches

Machine-readable version: capabilities.json. A test keeps it in sync with the registered commands and MCP tools.

Target below means the URL, domain or sitemap you pass, plus redirect targets and, where noted, the pages and sub-sitemaps its sitemap lists. Those can be on any public host; private and internal addresses are blocked.

Any command you give --output also writes that file.

Command Network API keys Writes to disk
audit, access, diff, perception Target (audit --sitemap/--max-pages: also the sitemap's pages) None audit --format pdf writes geo-report.pdf; --cache uses ~/.geo-cache; audit --save-history/--regression use ~/.geo-optimizer/tracking.db
coherence, authority Target, including the sitemap's pages and sub-sitemaps None None
fix Target None Nothing by default (preview). Files in ./geo-fixes/ only with --apply
llms Target: robots.txt and common sitemap paths (unless --sitemap), the sitemap and its sub-sitemaps; every listed page with --fetch-titles; <base-url>/llms.txt with --check-drift None None
schema None None --inject edits the .html file you name, after writing <file>.bak
monitor, track Target None ~/.geo-optimizer/tracking.db; track --report writes geo-track-report.html
history, drift None None ~/.geo-optimizer/tracking.db
snapshots None None ~/.geo-optimizer/snapshots.db
logs None None None (reads the log file you name)
citations The LLM or SERP API you configure (OpenAI, Anthropic, Groq, Perplexity, Gemini, DeepSeek, MiniMax, SerpBase) Required, one of: GEO_LLM_PROVIDER + GEO_LLM_API_KEY, OPENAI_API_KEY, ANTHROPIC_API_KEY, GROQ_API_KEY, PERPLEXITY_API_KEY, GEMINI_API_KEY, DEEPSEEK_API_KEY, MINIMAX_API_KEY; SERPBASE_API_KEY for --provider serpbase None

Read the full file on GitHub · 302 lines

Changes

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.

  1. 3d ago First seen · 302 lines · 91 tokens per session scan A 28d62dde4104

Subscribe to this mod's changes

geo-optimizer is a skill published in the GitHub repository Auriti-Labs/geo-optimizer-skill (1,280 stars, last pushed 2d ago), licensed MIT. It adds 91 tokens to every session and 5,002 once invoked, about $0.0004 per session on Opus 5.5. 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.

Marketing and SEOclaudegenerative-engine-optimizationgeollms-txtperplexityseo
Related

geo-optimizer compared with skills from other repositories

geo-optimizer next to 6 skills from other repositories
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