1.1 KiB
1.1 KiB
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.