GEO Content Engineering Handbook and Evaluation Standard
Operating steps, the six-layer model, a 12-step workflow, and a 100-point scorecard drawn from 53 papers.
Read the full text here, chapter by chapter. The source text is in Chinese.
- Scope and main findings
- A map of the 53 papers
- First principles from the papers
- Definition and the six-layer architecture
- Twelve operating steps, with examples
- Quality standard and the 100-point scorecard
- Quality assessment and attribution
- Three complete case templates
- Roles, templates, and cadence
- Risk boundaries and white-hat GEO
- The 53 papers and how each one is used
- Checklists and prompt templates
- References