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