Audit AI search citation readiness with GEO Optimizer

SkillSearch

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.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Audit AI search citation readiness with GEO Optimizer skill

What this skill tells your AI

The instructions your AI receives, as published by agentskillexchange/skills in skills/audit-ai-search-citation-readiness-with-geo-optimizer/SKILL.md and read by ahel’s review.

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:

After installation, run a basic audit:

Documentation

Source

Signals

GitHub stars
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Forks
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Last commit
Sep 2026
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skill
Gateway key
audit-ai-search-citation-readiness-with-geo-optimizer
Source
github.com/agentskillexchange/skills