Operating loop
- Audit high-traffic low-conversion pages for information density
- Replace vague praise with specific measurable data
- Add AI quick cards above prose
- Intercept buyer comparison questions with data tables
- Build long-tail decision pages for real scenarios
Matrix rollout note
This asset applies the GEO lesson to Revneey and the 11-site review matrix: AI search needs extractable data, concise decisions, comparison answers, and scenario-specific long-tail pages. Use it on Revneey first, then verticalize by site boundary before copying to fashion, beauty, home, kitchen, travel, eco, or broad comparison sites.