Overview
机械Industry GEO Guides
Make AI recommend your factory when buyers ask about Chinese machinery suppliers.
照明Industry GEO Guides
AI citation paths and content strategy for LED export scenarios.
Cross-Border E-Commerce GEO Guide
Rebuild customer acquisition for cross-border sellers in the AI search era.
Buyers in different industries ask AI different questions and cite different sources. Generic GEO methods only work when applied to industry context.
Why industry-level breakdown
Machinery, lighting and cross-border e-commerce differ in decision chains, certification language and AI citation sources — each guide maps the questions, assets and benchmarks.
How to use these guides
- 对照 机械行业指南 定位行业问题地图。
- 用 行业 Benchmark 找到与头部品牌的引用差距。
- 从 AI 采购问题库 生产可引用内容。
- 以 五层框架 持续迭代。
FAQ
How are these guides different from other GEO content?
They apply generic GEO methodology to industry-specific sourcing contexts: who asks, what they ask, whose answers AI cites — and how a factory becomes that source.
Should I run a diagnosis before reading the guides?
Yes — establish a baseline with the free AI visibility diagnosis, then use the guides to close gaps; their content strategy is benchmark-driven.
Wondering if your brand is visible in AI search?
Use the free SeaSight GEO diagnostic — see in 30 seconds whether ChatGPT / Perplexity recommend you, and who they recommend instead.
Free AI visibility diagnosis →