This lesson is the spine. These guides are the depth.
Citation & Source Influence
AI engines like ChatGPT, Perplexity, Google AI Overviews, and Claude choose sources using overlapping but distinct signals. This guide maps the 7 signals that drive citation eligibility and the engine-specific weighting differences.
Citation & Source Influence
A 5-step framework to identify which sources AI engines cite for your competitors but not for your brand, and the recovery actions for each gap type.
Citation & Source Influence
Based on a 17,551-citation dataset across ChatGPT, Perplexity, AI Overviews, and Gemini — the source patterns that move citation rate, the content shapes that get extracted, and what doesn't work.
Citation & Source Influence
A 252,000-trial study across six LLMs ranks what makes AI answer engines cite a source. Then it anonymizes away the brand trust that decides citations in production. How to read it without over-rotating.