geo-platform-optimizer

name	geo-platform-optimizer
description	Platform-specific AI search optimization — audit and optimize for Google AI Overviews, ChatGPT, Perplexity, Gemini, and Bing Copilot individually
version	1.0.0
author	geo-seo-claude
tags	["geo","ai-search","platform-optimization","chatgpt","perplexity","gemini","aio"]

GEO Platform Optimizer

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. Platform-specific optimization is foundational to any serious GEO strategy.

How to Use

1. Collect target URL and the site's primary topic/industry
2. Open platforms.md (this skill directory) — it holds the 5 platform sections, each with How X Selects Sources rules + 10-item optimization checklist + 0-100 scoring rubric
3. Run each platform's checklist against the site
4. Score each platform on its rubric (0-100)
5. Generate GEO-PLATFORM-OPTIMIZATION.md using the output template below

Platforms Covered

Full rules + checklists + rubrics live in platforms.md:

1. Google AI Overviews (AIO) — top-10 organic gateway, question-headed Q&A, tables/lists, FAQ pattern
2. ChatGPT Web Search — Bing-indexed, Wikipedia/Wikidata entity-driven, authoritative & long-form
3. Perplexity AI — Reddit-heavy, community validation, freshness, original research
4. Google Gemini — Google ecosystem (YouTube, GBP, Knowledge Graph, Schema.org), multi-modal
5. Bing Copilot — Bing WMT + IndexNow, LinkedIn/GitHub/Microsoft Learn, fast load

Do NOT paraphrase or substitute the per-platform rules — read them verbatim from platforms.md before scoring.

---

Cross-Platform Summary

Universal actions (help ALL platforms): Wikipedia/Wikidata entity; YouTube channel; comprehensive well-structured content; Schema.org (Organization + sameAs); fast load + clean HTML; author pages with credentials + sameAs; regular updates with visible dates.

Priority	Google AIO	ChatGPT	Perplexity	Gemini	Copilot
#1	Top-10 ranking	Wikipedia	Reddit presence	YouTube	IndexNow
#2	Q&A structure	Entity graph	Original research	Knowledge Panel	Bing WMT
#3	Tables/lists	Bing SEO	Freshness	Schema.org	LinkedIn
#4	Featured snippets	Reddit	Community forums	GBP	Meta descriptions

---

Output Format

Generate GEO-PLATFORM-OPTIMIZATION.md:

# GEO Platform Optimization Report — [Domain]
Date: [Date]

## Overall Platform Readiness
- Combined GEO Score: XX/100 (average of all platform scores)

## Platform Scores
| Platform | Score | Status |
|---|---|---|
| Google AI Overviews | XX/100 | [Strong/Moderate/Weak] |
| ChatGPT Web Search | XX/100 | [Strong/Moderate/Weak] |
| Perplexity AI | XX/100 | [Strong/Moderate/Weak] |
| Google Gemini | XX/100 | [Strong/Moderate/Weak] |
| Bing Copilot | XX/100 | [Strong/Moderate/Weak] |

Status thresholds: Strong = 70+, Moderate = 40-69, Weak = 0-39

## Platform Details
[Per-platform breakdown with score, gaps found, specific actions]

## Prioritized Action Plan
### Quick Wins (this week)
[Actions that improve multiple platform scores with minimal effort]

### Medium-Term (this month)
[Actions requiring content creation or technical changes]

### Strategic (this quarter)
[Actions requiring entity building, community development, or platform presence]