Improve and report Generative Engine Optimization (GEO): how AI systems crawl, understand, cite, and refer traffic to the brand site — without inventing metrics.
When to Use
AI Overviews / ChatGPT / Perplexity visibility work
AI bot crawl policy (allow/deny)
Entity, FAQ, and proof structure for answer engines
Reviewing AI Crawlers / Site authority panels in ERP
When NOT to Use
Classic keyword ranking only → seo-performance-monitor / keyword-research-strategist
Ubersuggest DA refresh only → ubersuggest-site-pulse
Pure Clarity session replay → microsoft-clarity-analyst
1---2name: geo-ai-visibility3description: GEO / AI Visibility4---5# GEO / AI Visibility67## Purpose89Improve and report Generative Engine Optimization (GEO): how AI systems crawl, understand, cite, and refer traffic to the brand site — without inventing metrics.1011## When to Use1213- AI Overviews / ChatGPT / Perplexity visibility work 14- AI bot crawl policy (allow/deny) 15- Entity, FAQ, and proof structure for answer engines 16- Reviewing AI Crawlers / Site authority panels in ERP 1718## When NOT to Use1920- Classic keyword ranking only → `seo-performance-monitor` / `keyword-research-strategist` 21- Ubersuggest DA refresh only → `ubersuggest-site-pulse` 22- Pure Clarity session replay → `microsoft-clarity-analyst` 2324## Inputs2526- Domain dossier `references/domains/dasexperten.com/geo-ai-visibility.md` 27- Clarity AI Visibility export (if available) 28- GA4 AI-referrer segments 29- CF AI Crawl Control stats (when live) 30- Priority pages and entity facts 3132## Workflow33341. Read dossier status table (which sources are live). 352. Map entities, claims, and proof for priority pages. 363. Check crawl policy: robots, bot list, accidental blocks. 374. Diagnose content for answer-readiness (direct answers, FAQ, schema). 385. If CF/Clarity/GA4 data exists, report real numbers only. 396. If data is missing, mark **pending** — never invent crawler counts. 407. Recommend top actions for GEO + classic SEO synergy. 4142## Output4344- GEO diagnosis 45- Live vs pending data sources 46- Entity / question map gaps 47- Crawl policy notes 48- Content & schema actions 49- ERP UI honesty check (demo markers present if stub) 50- Priority actions 5152## Common Mistakes5354- Inventing AI crawler request totals 55- Treating Ubersuggest DA as “AI authority” 56- Forgetting `· demo data` on stub ERP panels 57- External outreach that says “backlink / SEO” 5859## Related6061- `ai-seo-optimizer`, `schema-markup-specialist`, `ubersuggest-site-pulse` 62- Dossier: `references/domains/dasexperten.com/geo-ai-visibility.md`
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GEO / AI Visibility It is listed under Marketing & Growth on SkillMD.
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