# Audit AI search citation readiness with GEO Optimizer

> Use GEO Optimizer from the CLI or MCP so agents can audit a site for AI search visibility, generate llms.txt/schema fixes, check bot access, and track citation readiness.

- Skill: `agentskillexchange/audit-ai-search-citation-readiness-with-geo-optimizer` (Agent Skill)
- Install (CLI): `npx skillmds@latest add agentskillexchange/audit-ai-search-citation-readiness-with-geo-optimizer`
- Raw SKILL.md: https://api.skillmd.com/api/skills/agentskillexchange/audit-ai-search-citation-readiness-with-geo-optimizer/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: agentskillexchange (https://skillmd.com/u/agentskillexchange)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/agentskillexchange/audit-ai-search-citation-readiness-with-geo-optimizer

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# Audit AI search citation readiness with GEO Optimizer

Use GEO Optimizer from the CLI or MCP so agents can audit a site for AI search visibility, generate llms.txt/schema fixes, check bot access, and track citation readiness.

## Prerequisites

Python 3.9+; geo-optimizer-skill package; optional MCP client such as Claude Code, Cursor, Windsurf, or another MCP-capable runtime; optional Perplexity/OpenAI/Anthropic keys for live citation checks

## Installation

Install the CLI package:

- pip install geo-optimizer-skill

Prerequisite: Python 3.9 or newer. To run one audit without installing into the current environment:

- uvx --from geo-optimizer-skill geo audit --url https://yoursite.com

After installation, run a basic audit:

- geo audit --url https://yoursite.com

- Source: https://github.com/Auriti-Labs/geo-optimizer-skill
- Extracted from upstream docs: https://raw.githubusercontent.com/Auriti-Labs/geo-optimizer-skill/HEAD/README.md

## Documentation

- https://auriti-labs.github.io/geo-optimizer-skill/

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/audit-ai-search-citation-readiness-with-geo-optimizer/)