Topic
LLM Citations
LLM citations are the mechanism by which large language models surface and credit external sources inside generated responses. Citation patterns differ across ChatGPT, Perplexity, Claude, and Gemini, and are driven by retrieval, authority, freshness, and structural signals.
Generative Engine OptimizationAI Search StrategyLLM CitationsAI Brand VisibilityMarketing Measurement
GuidesGenerative Engine Optimization: the 2026 operational guide
What actually works to get cited by ChatGPT, Perplexity and Google AI Overviews in 2026. Evidence-based tactics, not vendor opinions.
Vito Guglielmino·
GuidesHow LLMs choose what to cite: the seven signals that decide
The seven signals that actually drive whether an LLM cites a source. Evidence from academic papers, Anthropic engineering docs, and industry studies with disclosed methodology.
Giorgio Monaco·