The Lucid Blog

Understanding GEO: The Future of SEO in the AI Era

Definitive guide to surviving the paradigm shift to answer engines. Fact Density, Entity Authority, and RAG Infrastructures.

Citation Algorithmics: Technical and Strategic Decryption of GEO

Technical analysis of LLM ranking mechanisms: geo_score, factual density, and strategies for the AI Dark Funnel.

Running: Analysis of 100 Purchase Intents and Recommendation Signals

GEO study on the running shoe market. How AI recommends products and which signals trigger citations.

GEO for E-commerce: How to Optimize Your Products for AI

SEO vs LLM SEO: Why Keywords Are No Longer Enough

The Impact of Sentiment and Citations on Your AI Visibility

Cosmetics: Influence of Reviews and Third-Party Sources on AI Responses

Technical Checklist: 'AI-ready' Shopify Product Pages

How ChatGPT Chooses Its Sources: Decrypting the Citation Algorithm

Overlap Radar: Why 80% of SEO Content Fails in GEO