GEO Content Engineering Systems Research Report
Engineering definition, how generative engines work, modules, attribution, and a 30-60-90 day path.
Read the full text here, chapter by chapter. The source text is in Chinese.
- Executive summary
- Why content and feedback can be engineering
- Definition, boundary, and a working picture
- From search engines to generative engines
- Cross-disciplinary map
- Core modules and the workflow
- Operations, attribution, and implementation
- Cases and what other industries suggest
- A 30-60-90 day rollout
- Structure for a weekend talk
- Risk, ethics, and boundaries
- References and evidence grades
- Checklist
- Workshop template