The Marketing & Generative Engine Optimization (GEO) Dashboard governs the digital authority and discoverability of Gaomi Guanghe across search engines and AI answer systems (ChatGPT, Perplexity, Google AI Overviews, Claude). Based on Princeton KDD 2024 information retrieval benchmarks, every page incorporates a self-contained 134–167 word GEO Engineering Direct-Answer Block stating physical specifications, tolerances, certifications, and container economics. Marketing teams maintain the 5-layer machine-readable API infrastructure (`/ai/summary.json`, `/ai/products.json`, `/ai/faq.json`, `/ai/vendor-comparison.json`, `/llms.txt`), monitor page citability scores (≥ 85/100), and eliminate AI text slop in favor of auditable physical metrics (Joules, Kilonewtons, Ohms, CBM).
1. GEO Citability & Technical Discovery Metrics
| Discovery Channel | Target Engineering Asset | Optimization Requirement | Target Citability Score |
|---|---|---|---|
| AI Answer Engines (ChatGPT/Perplexity) | Self-Contained BLUF direct-answer blocks | 134–167 words with physical units (J, kN, N, mm) | ≥ 90 / 100 Citability |
| Machine Endpoints | /ai/products.json & /llms.txt | Strictly valid JSON/Markdown indexing all 68 SKUs | 100% Machine Crawlable |
| Technical Search (Google/Bing) | Clean URLs with Product & Breadcrumb JSON-LD | Semantic HTML tables, zero layout shift (CLS 0) | Core Web Vitals Pass |
| B2B Directory Syndication | Intertek #CNIR2607SH15266 Verified Profile | Consistent NAP, Qingdao Port FOB logistics metrics | High Domain Authority |
Consult with Gaomi Guanghe's Footwear Engineering Desk
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