oalders

Geo Review — AI skill for Claude Code

AI community

GEO review for LLM-citation visibility — runs in diff mode (per-PR extraction checks) or site mode (cross-page entity consistency, claim contradictions, schema graph).

How to install Geo Review

Installs to ~/.claude/skills/oalders-kitchen-sink-geo-review/SKILL.md

Terminal

mkdir -p ~/.claude/skills/oalders-kitchen-sink-geo-review && curl -fsSL https://raw.githubusercontent.com/oalders/kitchen-sink/HEAD/commands/geo-review.md -o ~/.claude/skills/oalders-kitchen-sink-geo-review/SKILL.md

Restart Claude Code, or start a new session, for it to be picked up.

What Geo Review does

description: GEO review for LLM-citation visibility — runs in diff mode (per-PR extraction checks) or site mode (cross-page entity consistency, claim contradictions, schema graph)

GEO Review

Overview

GEO (Generative Engine Optimization) review for how LLMs and AI answer engines (ChatGPT, Claude, Perplexity, Google AI Overviews) discover, extract, and cite content.

GEO operates on two distinct mechanisms, and they fail differently:

| Layer | Question it answers | Unit of analysi

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