How LLMs Decide What to Cite
LLM citation is a four-layer process: retrieval, re-ranking, generation, and meta distribution. Citant.ai maps it across 6 AI platforms and 5 indexes.
LLM citation is a four-layer process: retrieval, re-ranking, generation, and meta distribution. Citant.ai maps it across 6 AI platforms and 5 indexes.
Citant.ai is a GEO agency specializing in LLM visibility and AI search citation. SEO targets one index. GEO targets five, gating six AI platforms.
GEO ROI is the return on generative engine optimization, measured as Share of Model plus attributed revenue. Citant.ai tracks 6 AI platforms.
Generative Engine Optimization gets a brand named inside AI answers. Citant.ai tracks Share of Model across 6 platforms with a 9-week guarantee.