| 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
- Collect target URL and the site's primary topic/industry
- 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
- Run each platform's checklist against the site
- Score each platform on its rubric (0-100)
- Generate
GEO-PLATFORM-OPTIMIZATION.md using the output template below
Platforms Covered
Full rules + checklists + rubrics live in platforms.md:
- Google AI Overviews (AIO) — top-10 organic gateway, question-headed Q&A, tables/lists, FAQ pattern
- ChatGPT Web Search — Bing-indexed, Wikipedia/Wikidata entity-driven, authoritative & long-form
- Perplexity AI — Reddit-heavy, community validation, freshness, original research
- Google Gemini — Google ecosystem (YouTube, GBP, Knowledge Graph, Schema.org), multi-modal
- 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]
