# GEO Guiding Principles

Core principles that guide all GEO optimization decisions.

## Principles

- **AI Visibility is measurable**: Treat it like SEO — measure the Citation Rate (% of LLM responses that cite the brand/product).
- **Terminology drives retrieval**: Align titles and headings with the natural language users use when querying LLMs, not just Google keyword patterns.
- **Authority beats volume**: One high-signal, well-structured page outperforms dozens of thin or weak pages.
- **Authentic community is the new gold**: Real reviews and discussions on Product Hunt, Reddit, and Quora are the strongest trust signals for LLMs.
- **Models are volatile**: Model updates change citation patterns — monitor continuously and adjust.
- **Traditional SEO + Structured Data are still the foundation**: JSON-LD schemas (FAQPage, Product) remain essential for LLM retrieval.

## Reference Case Study

Insights are grounded in X posts and the Product Hunt 2026 case study, which demonstrated measurable improvement in LLM citation rates through community signal integration and terminology alignment.