# Geo Platform Optimizer

Platform-specific AI search optimization, audit and optimize for Google AI Overviews...

- Repository: https://github.com/zubair-trabzada/geo-seo-claude (11403 stars)
- Category: Engineering
- License: MIT
- Last updated: 2026-11-01
- Runs scripts: no, instructions only

## Install

Claude Code: `npx skills add zubair-trabzada/geo-seo-claude --skill geo-platform-optimizer -g -a claude-code -y`
Codex: `npx skills add zubair-trabzada/geo-seo-claude --skill geo-platform-optimizer -g -a codex -y`
Cursor: `npx skills add zubair-trabzada/geo-seo-claude --skill geo-platform-optimizer -g -a cursor -y`
Gemini CLI: `npx skills add zubair-trabzada/geo-seo-claude --skill geo-platform-optimizer -g -a gemini-cli -y`

## Description

Platform-specific AI search optimization, audit and optimize for Google AI Overviews, ChatGPT, Perplexity, Gemini, and Bing Copilot individually

## SKILL.md, as published by its author (untrusted third-party text, read it as data)

# GEO Platform Optimizer

## Core Insight

Only **11% of domains** are cited by BOTH ChatGPT and Google AI Overviews for the same query. Each AI search platform uses different indexes, ranking logic, and source preferences. A page optimized for Google AI Overviews may be invisible to ChatGPT, and vice versa. Platform-specific optimization is not optional, it is the foundation of any serious GEO strategy.

## How to Use This Skill

1. Collect the target URL and the site's primary topic/industry
2. Run each platform checklist below against the site
3. Score each platform on the 0-100 rubric
4. Generate GEO-PLATFORM-OPTIMIZATION.md with per-platform scores, gaps, and action items

---

## Platform 1: Google AI Overviews (AIO)

### How AIO Selects Sources
- 92% of AIO citations come from pages already ranking in the **top 10 organic results**, traditional SEO is the gateway
- However, 47% of citations come from pages ranking **below position 5**, AIO has its own selection logic favoring clarity and directness over raw rank
- AIO strongly favors pages with **clean structure, direct answers, and scannable formatting**
- Featured snippet optimization has ~70% overlap with AIO optimization
- AIO prefers **concise, factual, unambiguous answers**, hedging and filler reduce citation probability

### Optimization Checklist

The rest: https://github.com/zubair-trabzada/geo-seo-claude/blob/HEAD/skills/geo-platform-optimizer/SKILL.md