The Citation Economy: How to Manufacture AI Mentions Before Your Competitors Catch On
Moz has introduced AI Visibility tracking within its platform, enabling marketers to monitor brand appearances in ChatGPT and Gemini responses. Charlie Marchant outlines a methodology encompassing prompt research, source analysis, and proactive outreach to secure brand citations in generative AI outputs. The framework treats AI citations as an emerging ranking surface distinct from traditional search results.
You must now optimize for being referenced by AI systems, not merely ranked within them. Prompt research reveals how your audience frames queries, while source analysis exposes which domains the models currently privilege. Proactive outreach to those privileged sources becomes a new distribution channel.
Charlie Marchant at Moz, which offers the AI Visibility tool through its platform. No specific client results or adoption metrics were provided in the source.
Step 1: Open ChatGPT and Gemini, then type five questions your customers typically ask; document whether your brand appears and which competing sources do. Step 2: Identify three websites or publications that the AI models consistently cite in your domain; examine their content structure and contributor guidelines. Step 3: Contact one of those publications with a specific, data-backed pitch or resource that would naturally include your brand, explicitly noting why their audience would benefit.