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SKILL.md
npx skills add zubair-trabzada/geo-seo-claude --skill geo-platform-optimizer
Platform-specific AI search optimization — audit and optimize for Google AI Overviews, ChatGPT, Perplexity, Gemini, and Bing Copilot individually
npx skills add zubair-trabzada/geo-seo-claude --skill 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. 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.
| Criterion | Points | How to Score |
|---|---|---|
| Ranks in top 10 for target queries | 20 | 20 if yes, 10 if top 20, 0 if beyond |
| Question-based headings present | 10 | 2 points per question heading, max 10 |
| Direct answers after headings | 15 | 3 points per direct answer, max 15 |
| Tables present for comparison data | 10 | 10 if tables used appropriately, 5 if partial, 0 if absent |
| Lists for processes/features | 10 | 10 if present, 5 if partial |
| FAQ section with 5+ questions | 10 | 10 if 5+, 5 if 1-4, 0 if none |
| Statistics with citations | 10 | 2 points per cited stat, max 10 |
| Publication/updated date visible | 5 | 5 if both dates, 3 if one, 0 if none |
| Author byline with credentials | 5 | 5 if full byline, 3 if name only, 0 if none |
| Clean URL + heading hierarchy | 5 | 5 if H1>H2>H3 clean, 3 if minor issues, 0 if broken |
site:domain.com on Bing to verify key pages are indexed. Bing may have different indexed pages than Google.| Criterion | Points | How to Score |
|---|---|---|
| Wikipedia article exists and is accurate | 20 | 20 if exists, 10 if stub, 0 if none |
| Wikidata entity with 5+ properties | 10 | 10 if complete, 5 if basic, 0 if none |
| Bing index coverage of key pages | 10 | 10 if full, 5 if partial, 0 if poor |
| Reddit brand mentions (positive) | 10 | 10 if active discussions, 5 if mentions, 0 if none |
| YouTube channel with relevant content | 10 | 10 if active, 5 if present but sparse, 0 if none |
| Authoritative backlinks (.edu, .gov, press) | 15 | 3 points per authoritative backlink category, max 15 |
| Entity consistency across platforms | 10 | 10 if consistent, 5 if minor discrepancies, 0 if major |
| Content comprehensiveness (2000+ words) | 10 | 10 if thorough, 5 if adequate, 0 if thin |
| Bing Webmaster Tools configured | 5 | 5 if verified, 0 if not |
| Criterion | Points | How to Score |
|---|---|---|
| Active Reddit presence in relevant subreddits | 20 | 20 if active contributor, 10 if mentioned, 0 if absent |
| Forum/community mentions (HN, SO, Quora) | 10 | 10 if multiple platforms, 5 if one, 0 if none |
| Content freshness (updated within 6 months) | 10 | 10 if recent, 5 if within year, 0 if older |
| Original research/data published | 15 | 15 if original research, 10 if case studies, 5 if some data, 0 if none |
| YouTube content with transcripts | 10 | 10 if active channel, 5 if some videos, 0 if none |
| Quotable, standalone paragraphs | 10 | 2 points per well-structured quotable paragraph, max 10 |
| Multi-source claim validation | 10 | 10 if claims well-sourced, 5 if some sourcing, 0 if none |
| Discussion-generating content | 10 | 10 if content gets shared/discussed, 5 if some engagement, 0 if none |
| Wikipedia/Wikidata presence | 5 | 5 if present, 0 if absent |
| Criterion | Points | How to Score |
|---|---|---|
| Google Knowledge Panel exists | 15 | 15 if complete, 10 if partial, 0 if none |
| Google Business Profile complete | 10 | 10 if fully optimized, 5 if basic, 0 if none |
| YouTube channel with topic-relevant content | 20 | 20 if active with chapters, 10 if present, 0 if none |
| Schema.org structured data implemented | 15 | 15 if comprehensive, 10 if basic, 5 if minimal, 0 if none |
| Google ecosystem presence (Scholar, News, Maps) | 10 | 10 if 3+, 5 if 1-2, 0 if none |
| Image optimization (alt text, filenames) | 10 | 10 if all images optimized, 5 if partial, 0 if none |
| E-E-A-T signals (author pages, about, editorial) | 10 | 10 if strong, 5 if partial, 0 if weak |
| Google Merchant Center (if e-commerce) | 5 | 5 if applicable and active, N/A otherwise |
| Multi-modal content (text + images + video) | 5 | 5 if rich multi-modal, 3 if some, 0 if text-only |
/.well-known/indexnow-key.txt and ping the IndexNow API on content publish/update.| Criterion | Points | How to Score |
|---|---|---|
| Bing Webmaster Tools verified + sitemap | 15 | 15 if verified, 5 if partial, 0 if not |
| IndexNow protocol implemented | 15 | 15 if active, 0 if not |
| Bing index coverage of key pages | 10 | 10 if full, 5 if partial, 0 if poor |
| LinkedIn company page (complete) | 10 | 10 if complete, 5 if basic, 0 if none |
| GitHub presence (if applicable) | 5 | 5 if active, N/A if not applicable |
| Meta descriptions optimized | 10 | 10 if all key pages, 5 if partial, 0 if missing |
| Social media engagement signals | 10 | 10 if active engagement, 5 if present, 0 if none |
| Exact-match keywords in titles/headings | 10 | 10 if well-optimized, 5 if partial, 0 if not |
| Page load speed < 2 seconds | 10 | 10 if < 2s, 5 if < 4s, 0 if > 4s |
| Bing Places configured (if local) | 5 | 5 if complete, N/A if not local |
| 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 | |
| #4 | Featured snippets | Community forums | GBP | Meta descriptions |
Generate GEO-PLATFORM-OPTIMIZATION.md with the following structure: