System StatusOnline
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GEO (Generative Engine Optimization) — content optimization for citations by ChatGPT, Gemini, Claude, and Perplexity. Your brand as the source of truth in AI-generated answers.
I build GEO (Generative Engine Optimization) strategies that make your brand the preferred information source for language models. I optimize content for the format LLMs prefer to cite: definitive answers, fact lists, dated statistics with sources, and FAQ responses — formats models cite instead of paraphrasing from generic sources.
AI citation audit: I check how ChatGPT, Gemini, Claude, and Perplexity describe your brand and industry, identifying competitors cited more frequently than you.
LLM-format content optimization: definitive definitions (What is X?), fact lists, statistics with dates and sources, FAQ answers — the formats LLMs prefer to cite.
Authoritative content assets: I create original research, proprietary data, and exclusive analyses — citable primary sources rather than yet another aggregator of others' content.
AI-friendly data structuring: semantic markup, clear entity mentions, author and date attributes — signals that content comes from a first-hand domain expert.
Monthly citation report: I test 50 industry queries across major LLMs and measure how often your brand appears in responses vs. competitors.
I test 50–100 industry queries in ChatGPT, Gemini, Claude, and Perplexity, document how your brand is described, and identify which topics I can help you dominate.
I identify what content and formats allow competitors to be cited by LLMs more frequently than you, and define a gap content strategy.
I produce or optimize content in LLM-preferred formats: definitive answers, original data, exclusive insights — content worth citing rather than rephrasing.
Monthly citation check across major LLMs, trend tracking, and content strategy adaptation based on results.
GEO significantly increases the probability of citation, but LLMs don't index pages like Google — they rely on training data and RAG (for Perplexity and SearchGPT). Optimizing content for both pathways is essential.
SEO optimizes for Google's ranking algorithms (keywords, links, speed). GEO optimizes for what LLMs cite in responses — definitive statements, original data, authoritative format. A strong strategy combines both.
For RAG-based models (Perplexity, SearchGPT) effects are visible within 2–4 weeks of publishing and indexing optimized content. For less frequently retrained models (GPT-4) effects appear after the next training cycle, which takes months.
Initiate protocol. Establish connection. Let's build something loud.