How to Get Your Brand Cited by ChatGPT: A Step-by-Step Guide

Before optimizing, understand where you stand. Open ChatGPT in incognito mode and test 10 key prompts your customers might ask. Record: Does your brand appear? In what position? What's the sentiment? Is there a link? This baseline measurement tells you exactly what to improve.

AI models prefer content that is: • Packed with specific, sourced statistics rather than vague claims (not 'significant growth' but a precise, attributed figure) • Organized with clear headings and bullet points • Contains named frameworks (e.g., 'Loketing GEO Framework') • Includes verifiable claims with source citations • Written in Q&A format that matches common prompts

Technical foundations help systems access and interpret your pages: • Keep important pages crawlable and internally linked • Use semantic HTML and a logical heading hierarchy • Add structured data only when it accurately describes visible content • Treat visible FAQs as reader help, not a promised Google rich-result shortcut • Treat llms.txt as optional; Google's current guidance says it is ignored for AI-feature and Search visibility

AI models assess authority by seeing interconnected content. Build topic clusters: • One pillar page for your main topic • 3-5 supporting articles addressing related questions • Internal links between all related pieces • Each piece targeting specific prompts your audience uses

GEO is ongoing. Set up: • Weekly testing of top 10 prompts across ChatGPT, Perplexity, Gemini • Monthly full audit of a curated set of golden prompts • GA4 AI referral tracking (custom channel group for AI search domains) • Content refinement based on which prompts you're winning vs. losing