Search no longer ends with ten blue links. Buyers now ask ChatGPT, Google AI Mode, Perplexity and Copilot, and get one synthesized answer. If your brand is not part of that answer, you are not on the shortlist. Some call this GEO (generative engine optimization), others AEO or LLMO. The name matters less than the shift: you are optimizing to be cited, not just ranked.
The good news: most of what earns citations is good SEO and good marketing done with more discipline. Here is the checklist.
Access & Technical Foundations
1. Can AI crawlers actually reach your site?
Check robots.txt and your CDN or firewall settings for crawlers such as OAI-SearchBot, ChatGPT-User, PerplexityBot, Google-Extended and Bingbot. Many sites block them by accident through a bot-protection toggle. Decide deliberately what you allow.
2. Is your important content in the HTML?
AI crawlers are less patient than Googlebot. Key facts hidden behind JavaScript rendering, tabs, accordions or logins may never be read. Server-render the content you want quoted.
3. Is your structured data complete?
Organization, Person, Product, FAQ, HowTo and Article schema help machines understand who you are and what you offer. Keep it accurate and consistent with what is on the page.
4. Is Bing in good shape?
Several AI assistants lean on Bing's index. Verify the site in Bing Webmaster Tools, submit your sitemap and use IndexNow so new pages are discovered quickly.
Content That Gets Cited
5. Do your pages answer the question in the first two sentences?
Write answer-first. Lead each section with a clear, quotable statement, then support it. Language models lift clean, self-contained passages.
6. Are you publishing information gain?
Original data, first-hand experience, frameworks and specific numbers are what models can't get elsewhere. Rewriting the top ten results gives an AI nothing new to cite.
7. Are your facts consistent everywhere?
Your name, services, pricing model, locations and credentials should match across your site, LinkedIn, Google Business Profile, directories and press. Conflicting facts reduce the chance of being cited confidently.
8. Do you cover the full question space?
Map the conversational prompts buyers actually use ("best X for Y", "X vs Y", "is X worth it", "how much does X cost") and make sure a page on your site answers each one directly.
9. Is content fresh and dated?
AI answers favour recently updated sources. Show a visible last-updated date and refresh cornerstone pages on a schedule.
Authority Off Your Site
10. Are you mentioned where models learn?
Reviews, Reddit and community threads, industry publications, podcasts, YouTube and comparison articles all feed AI answers. Earned mentions on trusted sites now matter as much as backlinks.
11. Is there a real, credible author behind the content?
Author bios, credentials, and a consistent presence on LinkedIn strengthen experience and expertise signals for both Google and AI systems.
Measurement
12. Are you tracking AI referrals?
Create a GA4 channel group for traffic from chatgpt.com, perplexity.ai, copilot.microsoft.com, gemini.google.com and similar sources. The volume is still small for most sites, but it converts and it is growing.
13. Are you measuring share of voice across prompts?
AI answers vary from run to run, so a single check means little. Track a fixed set of 30 to 50 buyer prompts monthly across assistants and record whether you are mentioned, cited or recommended.
14. Are you connecting it to paid?
Ads now appear inside AI experiences too: Google serves ads in AI Overviews and AI Mode, and OpenAI began testing ads in ChatGPT in 2026. Organic citations and paid placements will increasingly be planned together.
Final Thought
AI search rewards the brands that are clear, consistent and genuinely useful. Make your site easy to read for machines, make your expertise easy to quote, and make sure the rest of the internet agrees with what you say about yourself.