模板说明：Standardized case-template example: how an LED driver exporter builds AI-quotable knowledge blocks around specs and certifications. Metrics TO BE FILLED.
挑战
Complex specs and many certifications (CE / UL / RoHS) meant the brand was rarely surfaced when buyers asked AI technical-selection questions, with almost no exposure in comparison scenarios.
方案
- Structured model, wattage, certifications, and compatible fixtures into machine-readable entities
- Sampled AI citation for 'which LED driver supports …' type queries under the methodology
- Produced spec-comparison and selection-guide content for AI to cite in comparisons
成效（数据占位）
Placeholder structure for outcome metrics (example values illustrate the fields only):
| 指标 | 优化前 | 优化后 | 口径 / 说明 |
|---|---|---|---|
| AI citation rate in selection queries | To be filled | To be filled | Example: from zero to a visible band (placeholder; replace after authorization) |
| Appearances in comparison scenes | To be filled | To be filled | Example: higher share vs competitors |
证据卡：本案例量化结论溯源
- 数据结论
- 【待补充：经客户授权后的可核验结论】
- 原始来源
- 【待补充：客户后台数据 / 监测报告 / 日期 / 链接】
- 样本信息
- 【待补充：行业 / 地区 / 企业规模 / 周期】
- 数据类型
- 客户自有数据 / 平台监测 / 第三方审计
- 适用范围
- LED Driver Export · Pearl River Delta
- 解释限制
- Figures to be completed after client authorization; this is a template example.
本案例为标准化模板示例，所有量化指标在客户授权并补全溯源前，不应作为已核验成效对外引用。
LED Driver ExportB2B GEO案例模板