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]
1---2name: geo-platform-optimizer3description: Platform-specific AI search optimization — audit and optimize for Google AI Overviews, ChatGPT, Perplexity, Gemini, and Bing Copilot individually4---56# GEO Platform Optimizer78Only **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.910## How to Use11121. Collect target URL and the site's primary topic/industry132. 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 rubric143. Run each platform's checklist against the site154. Score each platform on its rubric (0-100)165. Generate `GEO-PLATFORM-OPTIMIZATION.md` using the output template below1718## Platforms Covered1920Full rules + checklists + rubrics live in `platforms.md`:21221. **Google AI Overviews (AIO)** — top-10 organic gateway, question-headed Q&A, tables/lists, FAQ pattern232. **ChatGPT Web Search** — Bing-indexed, Wikipedia/Wikidata entity-driven, authoritative & long-form243. **Perplexity AI** — Reddit-heavy, community validation, freshness, original research254. **Google Gemini** — Google ecosystem (YouTube, GBP, Knowledge Graph, Schema.org), multi-modal265. **Bing Copilot** — Bing WMT + IndexNow, LinkedIn/GitHub/Microsoft Learn, fast load2728Do NOT paraphrase or substitute the per-platform rules — read them verbatim from `platforms.md` before scoring.2930---3132## Cross-Platform Summary3334**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.3536| Priority | Google AIO | ChatGPT | Perplexity | Gemini | Copilot |37|---|---|---|---|---|---|38| #1 | Top-10 ranking | Wikipedia | Reddit presence | YouTube | IndexNow |39| #2 | Q&A structure | Entity graph | Original research | Knowledge Panel | Bing WMT |40| #3 | Tables/lists | Bing SEO | Freshness | Schema.org | LinkedIn |41| #4 | Featured snippets | Reddit | Community forums | GBP | Meta descriptions |4243---4445## Output Format4647Generate **GEO-PLATFORM-OPTIMIZATION.md**:4849```markdown50# GEO Platform Optimization Report — [Domain]51Date: [Date]5253## Overall Platform Readiness54- Combined GEO Score: XX/100 (average of all platform scores)5556## Platform Scores57| Platform | Score | Status |58|---|---|---|59| Google AI Overviews | XX/100 | [Strong/Moderate/Weak] |60| ChatGPT Web Search | XX/100 | [Strong/Moderate/Weak] |61| Perplexity AI | XX/100 | [Strong/Moderate/Weak] |62| Google Gemini | XX/100 | [Strong/Moderate/Weak] |63| Bing Copilot | XX/100 | [Strong/Moderate/Weak] |6465Status thresholds: Strong = 70+, Moderate = 40-69, Weak = 0-396667## Platform Details68[Per-platform breakdown with score, gaps found, specific actions]6970## Prioritized Action Plan71### Quick Wins (this week)72[Actions that improve multiple platform scores with minimal effort]7374### Medium-Term (this month)75[Actions requiring content creation or technical changes]7677### Strategic (this quarter)78[Actions requiring entity building, community development, or platform presence]79```