Programmatic SEO 2.0 — Agent Skill Reference

The core principle: never ask AI to write freeform content. Ask it to fill a strict JSON schema.

Content = JSON data. Design = React components. These two layers never mix.

System Architecture

Niche Taxonomy (309 niches) → AI fills JSON schema → Validated JSON files → React renderers → Published pages

Why schemas beat freeform:

• Consistent structure across all pages
• Predictable output quality
• Pages are validatable and type-safe
• Redesign UI without regenerating content
• Scale to 10,000+ pages without quality degradation